{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "117b6938",
   "metadata": {},
   "source": [
    "```{try_on_binder}\n",
    "```"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "91890b65",
   "metadata": {
    "load": "myst_code_init.py",
    "tags": [
     "remove-cell"
    ]
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The pymor.discretizers.builtin.gui.jupyter extension is already loaded. To reload it, use:\n",
      "  %reload_ext pymor.discretizers.builtin.gui.jupyter\n"
     ]
    }
   ],
   "source": [
    "from IPython import get_ipython\n",
    "ip = get_ipython()\n",
    "if ip is not None:\n",
    "    ip.run_line_magic('load_ext', 'pymor.discretizers.builtin.gui.jupyter')\n",
    "    ip.run_line_magic('matplotlib', 'inline')\n",
    "\n",
    "import warnings\n",
    "warnings.filterwarnings(\"ignore\", category=UserWarning, module='torch')\n",
    "import pymor.tools.random\n",
    "pymor.tools.random._default_random_state = None\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "45739b7b",
   "metadata": {},
   "source": [
    "Tutorial: Building a Reduced Basis\n",
    "==================================\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "In this tutorial we will learn more about {{ VectorArrays }} and how to\n",
    "construct a reduced basis using pyMOR.\n",
    "\n",
    "A reduced basis spans a low dimensional subspace of a {{ Model }}'s\n",
    "{attr}`~pymor.models.interface.Model.solution_space`, in which the\n",
    "{meth}`solutions <pymor.models.interface.Model.solve>` of the {{ Model }}\n",
    "can be well approximated for all {{ parameter_values }}. In this context,\n",
    "time is treated as an additional parameter. So for time-dependent problems,\n",
    "the reduced space (the span of the reduced basis) should approximate the\n",
    "solution for all {{ parameter_values }} and time instances.\n",
    "\n",
    "An upper bound for the possible quality of a reduced space is given by the so-called\n",
    "Kolmogorov {math}`N`-width {math}`d_N` given as\n",
    "\n",
    "```{math}\n",
    "d_N := \\inf_{\\substack{V_N \\subseteq V\\\\ \\operatorname{dim}(V_N) \\leq N}}\\,\n",
    "       \\sup_{\\mu \\in \\mathcal{P}}\\,\n",
    "       \\inf_{v \\in V_N}\\,\n",
    "       \\|u(\\mu) - v\\|.\n",
    "```\n",
    "\n",
    "In this formula {math}`V` denotes the\n",
    "{attr}`~pymor.models.interface.Model.solution_space`, {math}`\\mathcal{P} \\subset \\mathbb{R}^p`\n",
    "denotes the set of all {{ parameter_values }} we are interested in, and\n",
    "{math}`u(\\mu)` denotes the {meth}`solution <pymor.models.interface.Model.solve>`\n",
    "of the {{ Model }} for the given {{ parameter_values }} {math}`\\mu`.\n",
    "In pyMOR the set {math}`\\mathcal{P}` is called the {{ ParameterSpace }}.\n",
    "\n",
    "How to read this formula? For each candidate reduced space {math}`V_N` we\n",
    "look at all possible {{ parameter_values }} {math}`\\mu` and compute the best-approximation\n",
    "error in {math}`V_N` (the second infimum). The supremum over the infimum\n",
    "is thus the worst-case best-approximation error over all {{ parameter_values }} of\n",
    "interest. Now we take the infimum of the worst-case best-approximation errors\n",
    "over all possible reduced spaces of dimension at most {math}`N`, and this is\n",
    "{math}`d_N`.\n",
    "\n",
    "So whatever reduced space of dimension {math}`N` we pick, we\n",
    "will always find a {math}`\\mu` for which the best-approximation error in our\n",
    "space is at least {math}`d_N`. Reduced basis methods aim at constructing\n",
    "spaces {math}`V_N` for which the worst-case best-approximation error is as\n",
    "close to {math}`d_N` as possible.\n",
    "\n",
    "However, we will only find a good {math}`V_N` of small dimension\n",
    "{math}`N` if the values {math}`d_N` decrease quickly for growing\n",
    "{math}`N`. It can be shown that this is the case as soon as {math}`u(\\mu)`\n",
    "analytically depends on {math}`\\mu`, which is true for many problems\n",
    "of interest. More precisely, it can be shown {cite}`BCDDPW11`, {cite}`DPW13` that there are constants\n",
    "{math}`C, c > 0` such that\n",
    "\n",
    "$$ d_N \\leq C \\cdot e^{-N^c}. $$\n",
    "\n",
    "In this tutorial we will construct reduced spaces {math}`V_N` for a concrete problem\n",
    "with pyMOR and study their error decay.\n",
    "\n",
    "\n",
    "Model setup\n",
    "-----------\n",
    "\n",
    "First we need to define a {{ Model }} and a {{ ParameterSpace }} for which we want\n",
    "to build a reduced basis. We choose here the standard\n",
    "{meth}`thermal block <pymor.analyticalproblems.thermalblock.thermal_block_problem>` benchmark\n",
    "problem shipped with pyMOR (see {doc}`getting_started`). However, any pyMOR\n",
    "{{ Model }} can be used, except for Section [Weak Greedy Algorithm](#weak-greedy-algorithm) where\n",
    "some more assumptions have to be made on the {{ Model }}.\n",
    "\n",
    "First we import everything we need:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "cadfe9dd",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "from pymor.basic import *"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "276f4dd5",
   "metadata": {},
   "source": [
    "Then we build a 3-by-3 thermalblock problem that we discretize using pyMOR's\n",
    "{mod}`builtin discretizers <pymor.discretizers.builtin>` (see\n",
    "{doc}`tutorial_builtin_discretizer` for an introduction to pyMOR's discretization toolkit)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "57cc88ba",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "c0d980f111634d259413237db3f1a568",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Accordion(children=(HTML(value='', layout=Layout(height='16em', overflow_y='auto', width='100%')),), selected_…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "problem = thermal_block_problem((3,3))\n",
    "fom, _ = discretize_stationary_cg(problem, diameter=1/100)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "213054b5",
   "metadata": {},
   "source": [
    "Next, we need to define a {{ ParameterSpace }} of {{ parameter_values }} for which\n",
    "the solutions of the full-order model `fom` should be approximated by the reduced basis.\n",
    "We do this by calling the {meth}`~pymor.parameters.base.Parameters.space` method\n",
    "of the |parameters| of `fom`:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "2217c980",
   "metadata": {},
   "outputs": [],
   "source": [
    "parameter_space = fom.parameters.space(0.0001, 1.)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a25b4cd8",
   "metadata": {},
   "source": [
    "Here, `0.0001` and `1.` are the common lower and upper bounds for the\n",
    "individual components of all |parameters| of `fom`. In our case `fom`\n",
    "expects a single parameter `'diffusion'` of 9 values:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "4fe75bf8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Parameters({diffusion: 9})"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fom.parameters"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4521a2d4",
   "metadata": {},
   "source": [
    "If `fom` were to depend on multiple |parameters|, we could also call the\n",
    "{meth}`~pymor.parameters.base.Parameters.space` method with a dictionary\n",
    "of lower and upper bounds per parameter.\n",
    "\n",
    "The main use of {{ ParameterSpaces }} in pyMOR is that they allow to easily sample\n",
    "{{ parameter_values }} from their domain using the methods\n",
    "{meth}`~pymor.parameters.base.ParameterSpace.sample_uniformly` and\n",
    "{meth}`~pymor.parameters.base.ParameterSpace.sample_randomly`.\n",
    "\n",
    "\n",
    "Computing the snapshot data\n",
    "---------------------------\n",
    "\n",
    "Reduced basis methods are snapshot-based, which means that they build\n",
    "the reduced space as a linear subspace of the linear span of solutions\n",
    "of the `fom` for certain {{ parameter_values }}. The easiest\n",
    "approach is to just pick these values randomly, what we will do in the\n",
    "following. First we define a training set of 25 parameters:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "daa42e1c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[Mu({'diffusion': array([0.37460266, 0.95071923, 0.73202074, 0.59869862, 0.15610304,\n",
      "       0.15607892, 0.0581778 , 0.86618953, 0.6011549 ])}), Mu({'diffusion': array([0.70810177, 0.02068244, 0.96991286, 0.8324594 , 0.21241788,\n",
      "       0.18190678, 0.18348617, 0.30431182, 0.52480396])}), Mu({'diffusion': array([0.43200182, 0.29130002, 0.61189171, 0.13957991, 0.29221543,\n",
      "       0.36642521, 0.45612438, 0.78519744, 0.19975381])}), Mu({'diffusion': array([0.51428301, 0.59245533, 0.04654577, 0.6075841 , 0.17060707,\n",
      "       0.06514509, 0.94889065, 0.96563547, 0.80841651])}), Mu({'diffusion': array([0.30468331, 0.09776235, 0.6842646 , 0.44020848, 0.12212603,\n",
      "       0.49522739, 0.03448508, 0.90932947, 0.2588541 ])}), Mu({'diffusion': array([0.66255603, 0.3117799 , 0.52011601, 0.54675561, 0.18493597,\n",
      "       0.96958767, 0.77515531, 0.93950499, 0.89483787])}), Mu({'diffusion': array([0.59794019, 0.92188205, 0.08858365, 0.19606326, 0.04532277,\n",
      "       0.3253978 , 0.38873842, 0.2714219 , 0.82875464])}), Mu({'diffusion': array([0.35681765, 0.28100642, 0.54274181, 0.14101013, 0.80221676,\n",
      "       0.07464319, 0.98688825, 0.77226754, 0.19879581])}), Mu({'diffusion': array([0.00562156, 0.81547988, 0.70688666, 0.72903427, 0.77129322,\n",
      "       0.07413725, 0.35852988, 0.11595747, 0.86311712])}), Mu({'diffusion': array([0.6233358 , 0.33096494, 0.06365199, 0.31105122, 0.3252508 ,\n",
      "       0.72963322, 0.63759372, 0.88722402, 0.4722677 ])}), Mu({'diffusion': array([0.11968229, 0.71327346, 0.76080897, 0.56132107, 0.77099008,\n",
      "       0.49384622, 0.52278056, 0.42759826, 0.02551658])}), Mu({'diffusion': array([0.10798064, 0.03152604, 0.63644677, 0.31442455, 0.50861983,\n",
      "       0.90757572, 0.2493673 , 0.41044188, 0.75557558])}), Mu({'diffusion': array([0.22887529, 0.07707221, 0.28982248, 0.16130517, 0.92970468,\n",
      "       0.80813957, 0.63344042, 0.87147344, 0.80369171])}), Mu({'diffusion': array([0.1866514 , 0.89256974, 0.53938831, 0.80745941, 0.89610169,\n",
      "       0.31807167, 0.11014092, 0.22801237, 0.42716508])}), Mu({'diffusion': array([0.81803296, 0.86074451, 0.00705144, 0.51079623, 0.41746926,\n",
      "       0.2221856 , 0.11995338, 0.33768141, 0.94291541])}), Mu({'diffusion': array([0.32327061, 0.51883874, 0.70304866, 0.36369324, 0.9717849 ,\n",
      "       0.96245105, 0.25185712, 0.49729878, 0.30094822])}), Mu({'diffusion': array([0.28491201, 0.03698326, 0.60960338, 0.50272876, 0.0515736 ,\n",
      "       0.2787186 , 0.90827506, 0.23963793, 0.14498038])}), Mu({'diffusion': array([0.48950382, 0.98565189, 0.24213107, 0.67216833, 0.76164345,\n",
      "       0.23771378, 0.72824353, 0.36784635, 0.6323426 ])}), Mu({'diffusion': array([0.63356636, 0.53582111, 0.09038074, 0.83531897, 0.32084799,\n",
      "       0.18659986, 0.04087106, 0.59093385, 0.67759661])}), Mu({'diffusion': array([0.01668617, 0.51214185, 0.22657313, 0.64520827, 0.17444899,\n",
      "       0.69096864, 0.38679667, 0.93673632, 0.13760719])}), Mu({'diffusion': array([0.34113224, 0.11356217, 0.92470115, 0.87735162, 0.25801583,\n",
      "       0.66001805, 0.81724048, 0.55524529, 0.52969761])}), Mu({'diffusion': array([0.24192811, 0.09319346, 0.89722604, 0.90042802, 0.63313815,\n",
      "       0.33909589, 0.34927465, 0.72598308, 0.89712055])}), Mu({'diffusion': array([0.88709772, 0.77989756, 0.64206744, 0.08423155, 0.16171255,\n",
      "       0.89856433, 0.60646842, 0.00929613, 0.1015614 ])}), Mu({'diffusion': array([0.66353542, 0.00516108, 0.16089197, 0.54877892, 0.69192601,\n",
      "       0.65199606, 0.22434688, 0.712208  , 0.23732536])}), Mu({'diffusion': array([0.32546716, 0.74651676, 0.64966794, 0.84923849, 0.65764713,\n",
      "       0.56835177, 0.0937654 , 0.36777903, 0.26527585])})]\n"
     ]
    }
   ],
   "source": [
    "training_set = parameter_space.sample_randomly(25)\n",
    "print(training_set)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fa54e767",
   "metadata": {},
   "source": [
    "Then we {meth}`~pymor.models.interface.Model.solve` the full-order model\n",
    "for all {{ parameter_values }} in the training set and accumulate all\n",
    "solution vectors in a single {{ VectorArray }} using its\n",
    "{meth}`~pymor.vectorarrays.interface.VectorArray.append` method. But first\n",
    "we need to create an empty {{ VectorArray }} to which the solutions can\n",
    "be appended. New {{ VectorArrays }} in pyMOR are always created by a\n",
    "corresponding {{ VectorSpace }}. Empty arrays are created using the\n",
    "{meth}`~pymor.vectorarrays.interface.VectorSpace.empty` method. But what\n",
    "is the right {{ VectorSpace }}? All {meth}`solutions <pymor.models.interface.Model.solve>`\n",
    "of a {{ Model }} belong to its {attr}`~pymor.models.interface.Model.solution_space`,\n",
    "so we write:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "45da8133",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "7839fbbcf7ed446c86964f6de974efcd",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Accordion(children=(HTML(value='', layout=Layout(height='16em', overflow_y='auto', width='100%')),), selected_…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "U = fom.solution_space.empty()\n",
    "for mu in training_set:\n",
    "    U.append(fom.solve(mu))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fdb29336",
   "metadata": {},
   "source": [
    "Note that `fom.solve` returns a {{ VectorArray }} containing a single vector.\n",
    "This entire array (of one vector) is then appended to the `U` array.\n",
    "pyMOR has no notion of single vectors, we only speak of {{ VectorArrays }}.\n",
    "\n",
    "What exactly is a {{ VectorSpace }}? A {{ VectorSpace }} in pyMOR holds all\n",
    "information necessary to build {{ VectorArrays }} containing vector objects\n",
    "of a certain type. In our case we have"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "d31eb282",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "NumpyVectorSpace(20201, id='STATE')"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fom.solution_space"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "20fa99b6",
   "metadata": {},
   "source": [
    "which means that the created {{ VectorArrays }} will internally hold\n",
    "{{ NumPy_arrays }} for data storage. The number is the dimension of the\n",
    "vector. We have here a {{ NumpyVectorSpace }} because pyMOR's builtin\n",
    "discretizations are built around the NumPy/SciPy stack. If `fom` would\n",
    "represent a {{ Model }} living in an external PDE solver, we would have\n",
    "a different type of {{ VectorSpace }} which, for instance, might hold a\n",
    "reference to a discrete functions space object inside the PDE solver\n",
    "instead of the dimension.\n",
    "\n",
    "After appending all solutions vectors to `U`, we can verify that `U`\n",
    "now really contains 25 vectors:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "33f0afa1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "25"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(U)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c42f3cd9",
   "metadata": {},
   "source": [
    "Note that appending one {{ VectorArray }} `V` to another array `U`\n",
    "will append copies of the vectors in `V` to `U`. So\n",
    "modifying `U` will not affect `V`.\n",
    "\n",
    "Let's look at the solution snapshots we have just computed using\n",
    "the {meth}`~pymor.models.interface.Model.visualize` method of `fom`.\n",
    "A {{ VectorArray }} containing multiple vectors is visualized as a\n",
    "time series:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "53265d82",
   "metadata": {},
   "outputs": [
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       "  {\n",
       "    this.interval /= 0.7;\n",
       "    if(this.direction > 0){this.play_animation();}\n",
       "    else if(this.direction < 0){this.reverse_animation();}\n",
       "  }\n",
       "\n",
       "  Animation.prototype.faster = function()\n",
       "  {\n",
       "    this.interval *= 0.7;\n",
       "    if(this.direction > 0){this.play_animation();}\n",
       "    else if(this.direction < 0){this.reverse_animation();}\n",
       "  }\n",
       "\n",
       "  Animation.prototype.anim_step_forward = function()\n",
       "  {\n",
       "    this.current_frame += 1;\n",
       "    if(this.current_frame < this.frames.length){\n",
       "      this.set_frame(this.current_frame);\n",
       "    }else{\n",
       "      var loop_state = this.get_loop_state();\n",
       "      if(loop_state == \"loop\"){\n",
       "        this.first_frame();\n",
       "      }else if(loop_state == \"reflect\"){\n",
       "        this.last_frame();\n",
       "        this.reverse_animation();\n",
       "      }else{\n",
       "        this.pause_animation();\n",
       "        this.last_frame();\n",
       "      }\n",
       "    }\n",
       "  }\n",
       "\n",
       "  Animation.prototype.anim_step_reverse = function()\n",
       "  {\n",
       "    this.current_frame -= 1;\n",
       "    if(this.current_frame >= 0){\n",
       "      this.set_frame(this.current_frame);\n",
       "    }else{\n",
       "      var loop_state = this.get_loop_state();\n",
       "      if(loop_state == \"loop\"){\n",
       "        this.last_frame();\n",
       "      }else if(loop_state == \"reflect\"){\n",
       "        this.first_frame();\n",
       "        this.play_animation();\n",
       "      }else{\n",
       "        this.pause_animation();\n",
       "        this.first_frame();\n",
       "      }\n",
       "    }\n",
       "  }\n",
       "\n",
       "  Animation.prototype.pause_animation = function()\n",
       "  {\n",
       "    this.direction = 0;\n",
       "    if (this.timer){\n",
       "      clearInterval(this.timer);\n",
       "      this.timer = null;\n",
       "    }\n",
       "  }\n",
       "\n",
       "  Animation.prototype.play_animation = function()\n",
       "  {\n",
       "    this.pause_animation();\n",
       "    this.direction = 1;\n",
       "    var t = this;\n",
       "    if (!this.timer) this.timer = setInterval(function() {\n",
       "        t.anim_step_forward();\n",
       "    }, this.interval);\n",
       "  }\n",
       "\n",
       "  Animation.prototype.reverse_animation = function()\n",
       "  {\n",
       "    this.pause_animation();\n",
       "    this.direction = -1;\n",
       "    var t = this;\n",
       "    if (!this.timer) this.timer = setInterval(function() {\n",
       "        t.anim_step_reverse();\n",
       "    }, this.interval);\n",
       "  }\n",
       "</script>\n",
       "\n",
       "<style>\n",
       ".animation {\n",
       "    display: inline-block;\n",
       "    text-align: center;\n",
       "}\n",
       "input[type=range].anim-slider {\n",
       "    width: 374px;\n",
       "    margin-left: auto;\n",
       "    margin-right: auto;\n",
       "}\n",
       ".anim-buttons {\n",
       "    margin: 8px 0px;\n",
       "}\n",
       ".anim-buttons button {\n",
       "    padding: 0;\n",
       "    width: 36px;\n",
       "}\n",
       ".anim-state label {\n",
       "    margin-right: 8px;\n",
       "}\n",
       ".anim-state input {\n",
       "    margin: 0;\n",
       "    vertical-align: middle;\n",
       "}\n",
       "</style>\n",
       "\n",
       "<div class=\"animation\">\n",
       "  <img id=\"_anim_img763411e808e34185861ae9c3afe160f0\">\n",
       "  <div class=\"anim-controls\">\n",
       "    <input id=\"_anim_slider763411e808e34185861ae9c3afe160f0\" type=\"range\" class=\"anim-slider\"\n",
       "           name=\"points\" min=\"0\" max=\"1\" step=\"1\" value=\"0\"\n",
       "           oninput=\"anim763411e808e34185861ae9c3afe160f0.set_frame(parseInt(this.value));\">\n",
       "    <div class=\"anim-buttons\">\n",
       "      <button title=\"Decrease speed\" aria-label=\"Decrease speed\" onclick=\"anim763411e808e34185861ae9c3afe160f0.slower()\">\n",
       "          <i class=\"fa fa-minus\"></i></button>\n",
       "      <button title=\"First frame\" aria-label=\"First frame\" onclick=\"anim763411e808e34185861ae9c3afe160f0.first_frame()\">\n",
       "        <i class=\"fa fa-fast-backward\"></i></button>\n",
       "      <button title=\"Previous frame\" aria-label=\"Previous frame\" onclick=\"anim763411e808e34185861ae9c3afe160f0.previous_frame()\">\n",
       "          <i class=\"fa fa-step-backward\"></i></button>\n",
       "      <button title=\"Play backwards\" aria-label=\"Play backwards\" onclick=\"anim763411e808e34185861ae9c3afe160f0.reverse_animation()\">\n",
       "          <i class=\"fa fa-play fa-flip-horizontal\"></i></button>\n",
       "      <button title=\"Pause\" aria-label=\"Pause\" onclick=\"anim763411e808e34185861ae9c3afe160f0.pause_animation()\">\n",
       "          <i class=\"fa fa-pause\"></i></button>\n",
       "      <button title=\"Play\" aria-label=\"Play\" onclick=\"anim763411e808e34185861ae9c3afe160f0.play_animation()\">\n",
       "          <i class=\"fa fa-play\"></i></button>\n",
       "      <button title=\"Next frame\" aria-label=\"Next frame\" onclick=\"anim763411e808e34185861ae9c3afe160f0.next_frame()\">\n",
       "          <i class=\"fa fa-step-forward\"></i></button>\n",
       "      <button title=\"Last frame\" aria-label=\"Last frame\" onclick=\"anim763411e808e34185861ae9c3afe160f0.last_frame()\">\n",
       "          <i class=\"fa fa-fast-forward\"></i></button>\n",
       "      <button title=\"Increase speed\" aria-label=\"Increase speed\" onclick=\"anim763411e808e34185861ae9c3afe160f0.faster()\">\n",
       "          <i class=\"fa fa-plus\"></i></button>\n",
       "    </div>\n",
       "    <form title=\"Repetition mode\" aria-label=\"Repetition mode\" action=\"#n\" name=\"_anim_loop_select763411e808e34185861ae9c3afe160f0\"\n",
       "          class=\"anim-state\">\n",
       "      <input type=\"radio\" name=\"state\" value=\"once\" id=\"_anim_radio1_763411e808e34185861ae9c3afe160f0\"\n",
       "             >\n",
       "      <label for=\"_anim_radio1_763411e808e34185861ae9c3afe160f0\">Once</label>\n",
       "      <input type=\"radio\" name=\"state\" value=\"loop\" id=\"_anim_radio2_763411e808e34185861ae9c3afe160f0\"\n",
       "             checked>\n",
       "      <label for=\"_anim_radio2_763411e808e34185861ae9c3afe160f0\">Loop</label>\n",
       "      <input type=\"radio\" name=\"state\" value=\"reflect\" id=\"_anim_radio3_763411e808e34185861ae9c3afe160f0\"\n",
       "             >\n",
       "      <label for=\"_anim_radio3_763411e808e34185861ae9c3afe160f0\">Reflect</label>\n",
       "    </form>\n",
       "  </div>\n",
       "</div>\n",
       "\n",
       "\n",
       "<script language=\"javascript\">\n",
       "  /* Instantiate the Animation class. */\n",
       "  /* The IDs given should match those used in the template above. */\n",
       "  (function() {\n",
       "    var img_id = \"_anim_img763411e808e34185861ae9c3afe160f0\";\n",
       "    var slider_id = \"_anim_slider763411e808e34185861ae9c3afe160f0\";\n",
       "    var loop_select_id = \"_anim_loop_select763411e808e34185861ae9c3afe160f0\";\n",
       "    var frames = new Array(25);\n",
       "    \n",
       "  frames[0] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAoAAAAHgCAYAAAA10dzkAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90\\\n",
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       "\"\n",
       "\n",
       "\n",
       "    /* set a timeout to make sure all the above elements are created before\n",
       "       the object is initialized. */\n",
       "    setTimeout(function() {\n",
       "        anim763411e808e34185861ae9c3afe160f0 = new Animation(frames, img_id, slider_id, 200.0,\n",
       "                                 loop_select_id);\n",
       "    }, 0);\n",
       "  })()\n",
       "</script>\n",
       "</div>"
      ],
      "text/plain": [
       "<pymor.discretizers.builtin.gui.jupyter.matplotlib.visualize_patch.<locals>.Plot at 0x7f53184eda60>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fom.visualize(U)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a011ed89",
   "metadata": {},
   "source": [
    "A trivial reduced basis\n",
    "-----------------------\n",
    "\n",
    "Given some snapshot data, the easiest option to get a reduced basis\n",
    "is to just use the snapshot vectors as the basis:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "1a88ea2f",
   "metadata": {},
   "outputs": [],
   "source": [
    "trivial_basis = U.copy()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fea6dff8",
   "metadata": {},
   "source": [
    "Note that assignment in Python never copies data! Thus, if we had written\n",
    "`trivial_basis = U` and modified `trivial_basis`, `U` would change\n",
    "as well, since `trivial_basis` and `U` would refer to the same\n",
    "{{ VectorArray }} object. So whenever you want to use one {{ VectorArray }}\n",
    "somewhere else and you are unsure whether some code might change the\n",
    "array, you should always create a copy. pyMOR uses copy-on-write semantics\n",
    "for copies of {{ VectorArrays }}, which means that generally calling\n",
    "{meth}`~pymor.vectorarrays.interface.VectorArray.copy` is cheap as it does\n",
    "not duplicate any data in memory. Only when you modify one of the arrays\n",
    "the data will be copied.\n",
    "\n",
    "Now we want to know how good our reduced basis is. So we want to compute\n",
    "\n",
    "$$ \\inf_{v \\in V_N}\\ \\|u(\\mu) - v\\|, $$\n",
    "\n",
    "where {math}`V_N` denotes the span of our reduced basis, for all\n",
    "{math}`\\mu` in some validation set of {{ parameter_values }}. Assuming that\n",
    "we are in a Hilbert space, we can compute the infimum via orthogonal\n",
    "projection onto {math}`V_N`: in that case, the projection will be the\n",
    "best approximation in {math}`V_N` and the norm of the difference between\n",
    "{math}`u(\\mu)` and its orthogonal projection will be the best-approximation\n",
    "error.\n",
    "\n",
    "So let {math}`v_{proj}` be the orthogonal projection of {math}`v` onto the\n",
    "linear space spanned by the basis vectors {math}`u_i,\\ i=1, \\ldots, N`.\n",
    "By definition this means that {math}`v - v_{proj}` is orthogonal to\n",
    "all {math}`u_i`:\n",
    "\n",
    "$$ (v - v_{proj}, u_i) = 0, \\qquad i = 1, \\ldots, N. $$\n",
    "\n",
    "Let {math}`\\lambda_j`, {math}`j = 1, \\ldots, N` be the coefficients of\n",
    "{math}`v_{proj}` with respect to  this basis, i.e.\n",
    "{math}`\\sum_{j=1}^N \\lambda_j u_j = v_{proj}`. Then:\n",
    "\n",
    "$$ \\sum_{j=1}^N \\lambda_j (u_j, u_i) = (v, u_i), \\qquad i = 1, \\ldots, N.$$\n",
    "\n",
    "With {math}`G_{i,j} := (u_i, u_j)`,\n",
    "{math}`R := [(v, u_1), \\ldots, (v, u_N)]^T` and\n",
    "{math}`\\Lambda := [\\lambda_1, \\ldots, \\lambda_N]^T`, we obtain the\n",
    "linear equation system\n",
    "\n",
    "$$  G \\cdot \\Lambda = R,$$\n",
    "\n",
    "which determines {math}`\\lambda_i` and, thus, {math}`v_{proj}`.\n",
    "\n",
    "Let's assemble and solve this equation system using pyMOR to determine\n",
    "the best-approximation error in `trivial_basis` for some test vector\n",
    "`V` which we take as another random solution of our {{ Model }}:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "6a9e9ef2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "38832842bfe947928e04b62467edaca4",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Accordion(children=(HTML(value='', layout=Layout(height='16em', overflow_y='auto', width='100%')),), selected_…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "V = fom.solve(parameter_space.sample_randomly())"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e74bfc23",
   "metadata": {},
   "source": [
    "The matrix {math}`G` of all inner products between vectors in `trivial_basis`\n",
    "is a so called [Gramian matrix](<https://en.wikipedia.org/wiki/Gramian_matrix>).\n",
    "Consequently, every {{ VectorArray }} has a {meth}`~pymor.vectorarrays.interface.VectorArray.gramian` method, which computes precisely\n",
    "this matrix:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "bcd96126",
   "metadata": {},
   "outputs": [],
   "source": [
    "G = trivial_basis.gramian()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7b222aeb",
   "metadata": {},
   "source": [
    "The Gramian is computed w.r.t. the Euclidean inner product. For the\n",
    "right-hand side {math}`R`, we need to compute all (Euclidean) inner\n",
    "products between the vectors in `trivial_basis` and (the single vector in)\n",
    "`V`. For that, we can use the {meth}`~pymor.vectorarrays.interface.VectorArray.inner`\n",
    "method:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "4b37393d",
   "metadata": {},
   "outputs": [],
   "source": [
    "R = trivial_basis.inner(V)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b33030b9",
   "metadata": {},
   "source": [
    "which will give us a {math}`25\\times 1` {{ NumPy_array }} of all inner products."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "67cdee92",
   "metadata": {
    "tags": [
     "remove-cell"
    ]
   },
   "outputs": [],
   "source": [
    "assert R.shape == (25,1)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ee30af3e",
   "metadata": {},
   "source": [
    "Now, we can use {{ NumPy }} to solve the linear equation system:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "fdc28c2c",
   "metadata": {},
   "outputs": [],
   "source": [
    "lambdas = np.linalg.solve(G, R)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a472584a",
   "metadata": {},
   "source": [
    "Finally, we need to form the linear combination\n",
    "\n",
    "$$ \\sum_{j=1}^N \\lambda_j u_j = v_{proj} $$\n",
    "\n",
    "using the {meth}`~pymor.vectorarrays.interface.VectorArray.lincomb` method\n",
    "of `trivial_basis`. It expects row vectors of linear coefficients, but\n",
    "`solve` returns column vectors, so we need to take the transpose:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "dca611f2",
   "metadata": {},
   "outputs": [],
   "source": [
    "V_proj = trivial_basis.lincomb(lambdas.T)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5d0c211f",
   "metadata": {},
   "source": [
    "Let's look at `V`, `V_proj` and the difference of both. {{ VectorArrays }} of\n",
    "the same length can simply be subtracted, yielding a new array of the\n",
    "differences:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "f252628e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "b5f24ceb10a94a0b87c8352341cfd71c",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# for some reason V_proj does not carry over from the previous cell\n",
    "V_proj = trivial_basis.lincomb(lambdas.T)\n",
    "fom.visualize((V, V_proj, V - V_proj),\n",
    "              legend=('V', 'V_proj', 'best-approximation err'),\n",
    "              separate_colorbars=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e8943a32",
   "metadata": {},
   "source": [
    "As you can see, we already have a quite good approximation of `V` with\n",
    "only 25 basis vectors.\n",
    "\n",
    "Now, the Euclidean norm will just work fine in many cases.\n",
    "However, when the full-order model comes from a PDE, it will be usually not the norm\n",
    "we are interested in, and you may get poor results for problems with\n",
    "strongly anisotropic meshes.\n",
    "\n",
    "For our diffusion problem with homogeneous Dirichlet boundaries,\n",
    "the Sobolev semi-norm (of order one) is a natural choice. Among other useful products,\n",
    "{meth}`~pymor.discretizers.builtin.cg.discretize_stationary_cg` already\n",
    "assembled a corresponding inner product {{ Operator }} for us, which is available\n",
    "as"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "796de331",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "NumpyMatrixOperator(<20201x20201 sparse, 140601 nnz>, source_id='STATE', range_id='STATE', name='h1_0_semi')"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fom.h1_0_semi_product"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9b83a06b",
   "metadata": {},
   "source": [
    "```{note}\n",
    "The `0` in `h1_0_semi_product` refers to the fact that rows and columns of\n",
    "Dirichlet boundary DOFs have been cleared in the matrix of the Operator to\n",
    "make it invertible. This is important for being able to compute Riesz\n",
    "representatives w.r.t. this inner product (required for a posteriori\n",
    "estimation of the ROM error). If you want to compute the H1 semi-norm of a\n",
    "function that does not vanish at the Dirichlet boundary, use\n",
    "`fom.h1_semi_product`.\n",
    "```\n",
    "\n",
    "To use `fom.h1_0_semi_product` as an inner product {{ Operator }} for computing the\n",
    "projection error, we can simply pass it as the optional `product` argument to\n",
    "{meth}`~pymor.vectorarrays.interface.VectorArray.gramian` and\n",
    "{meth}`~pymor.vectorarrays.interface.VectorArray.inner`:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "9d7141fe",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "578e468abe9544f2a0d48d8a15acaef3",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "G = trivial_basis[:10].gramian(product=fom.h1_0_semi_product)\n",
    "R = trivial_basis[:10].inner(V, product=fom.h1_0_semi_product)\n",
    "lambdas = np.linalg.solve(G, R)\n",
    "V_h1_proj = trivial_basis[:10].lincomb(lambdas.T)\n",
    "\n",
    "fom.visualize((V, V_h1_proj, V - V_h1_proj), separate_colorbars=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b1b1b013",
   "metadata": {},
   "source": [
    "As you might have guessed, we have additionally opted here to only use the\n",
    "span of the first 10 basis vectors of `trivial_basis`. Like {{ NumPy_arrays }},\n",
    "{{ VectorArrays }} can be sliced and indexed. The result is *always* a\n",
    "{attr}`view <pymor.vectorarrays.interface.VectorArray.is_view>` onto the\n",
    "original data. If the view object is modified, the original array is modified\n",
    "as well.\n",
    "\n",
    "Next we will assess the approximation error a bit more thoroughly, by\n",
    "evaluating it on a validation set of 100 {{ parameter_values }} for varying\n",
    "basis sizes.\n",
    "\n",
    "First, we compute the validation snapshots:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "3c2e1ac4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "aee1bf2682ee4bc2a0a73590d98d9e7e",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Accordion(children=(HTML(value='', layout=Layout(height='16em', overflow_y='auto', width='100%')),), selected_…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "validation_set = parameter_space.sample_randomly(100)\n",
    "V = fom.solution_space.empty()\n",
    "for mu in validation_set:\n",
    "    V.append(fom.solve(mu))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d3a64ce8",
   "metadata": {},
   "source": [
    "To optimize the computation of the projection matrix and the right-hand\n",
    "side for varying basis sizes, we first compute these for the full basis\n",
    "and then extract appropriate sub-matrices:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "6e4decf1",
   "metadata": {},
   "outputs": [],
   "source": [
    "def compute_proj_errors(basis, V, product):\n",
    "    G = basis.gramian(product=product)\n",
    "    R = basis.inner(V, product=product)\n",
    "    errors = []\n",
    "    for N in range(len(basis) + 1):\n",
    "        if N > 0:\n",
    "            v = np.linalg.solve(G[:N, :N], R[:N, :])\n",
    "        else:\n",
    "            v = np.zeros((0, len(V)))\n",
    "        V_proj = basis[:N].lincomb(v.T)\n",
    "        errors.append(np.max((V - V_proj).norm(product=product)))\n",
    "    return errors\n",
    "\n",
    "trivial_errors = compute_proj_errors(trivial_basis, V, fom.h1_0_semi_product)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7cded864",
   "metadata": {},
   "source": [
    "Here we have used the fact that we can form multiple linear combinations at once by passing\n",
    "multiple rows of linear coefficients to\n",
    "{meth}`~pymor.vectorarrays.interface.VectorArray.lincomb`. The\n",
    "{meth}`~pymor.vectorarrays.interface.VectorArray.norm` method returns a\n",
    "{{ NumPy_array }} of the norms of all vectors in the array with respect to\n",
    "the given inner product {{ Operator }}. When no norm is specified, the Euclidean\n",
    "norms of the vectors are computed.\n",
    "\n",
    "Let's plot the projection errors:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "c95c1f4e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from matplotlib import pyplot as plt\n",
    "plt.figure()\n",
    "plt.semilogy(trivial_errors)\n",
    "plt.ylim(1e-1, 1e1)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d7909c70",
   "metadata": {},
   "source": [
    "Good! We see an exponential decay of the error with growing basis size.\n",
    "However, we can do better. If we want to use a smaller basis than we\n",
    "have snapshots available, just picking the first of these obviously\n",
    "won't be optimal.\n",
    "\n",
    "\n",
    "Strong greedy algorithm\n",
    "-----------------------\n",
    "\n",
    "The strong greedy algorithm iteratively builds reduced spaces\n",
    "{math}`V_N` with a small worst-case best approximation error on a\n",
    "training set of solution snapshots by adding, in each iteration, the\n",
    "currently worst-approximated snapshot vector to the basis of {math}`V_N`.\n",
    "\n",
    "We can easily implement it as follows:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "757f6d91",
   "metadata": {},
   "outputs": [],
   "source": [
    "def strong_greedy(U, product, N):\n",
    "    basis = U.space.empty()\n",
    "\n",
    "    for n in range(N):\n",
    "        # compute projection errors\n",
    "        G = basis.gramian(product)\n",
    "        R = basis.inner(U, product=product)\n",
    "        lambdas = np.linalg.solve(G, R)\n",
    "        U_proj = basis.lincomb(lambdas.T)\n",
    "        errors = (U - U_proj).norm(product)\n",
    "\n",
    "        # extend basis\n",
    "        basis.append(U[np.argmax(errors)])\n",
    "\n",
    "    return basis"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a0caebda",
   "metadata": {},
   "source": [
    "Obviously, this algorithm is not optimized as we keep computing inner\n",
    "products we already know, but it will suffice for our purposes. Let's\n",
    "compute a reduced basis using the strong greedy algorithm:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "dae5ea42",
   "metadata": {},
   "outputs": [],
   "source": [
    "greedy_basis = strong_greedy(U, fom.h1_0_product, 25)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "52f68dab",
   "metadata": {},
   "source": [
    "We compute the approximation errors for the validation set as before:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "a6417595",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "greedy_errors = compute_proj_errors(greedy_basis, V, fom.h1_0_semi_product)\n",
    "\n",
    "plt.figure()\n",
    "plt.semilogy(trivial_errors, label='trivial')\n",
    "plt.semilogy(greedy_errors, label='greedy')\n",
    "plt.ylim(1e-1, 1e1)\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "949a4989",
   "metadata": {},
   "source": [
    "Indeed, the strong greedy algorithm constructs better bases than the\n",
    "trivial basis construction algorithm. For compact training sets\n",
    "contained in a Hilbert space, it can actually be shown that the greedy\n",
    "algorithm constructs quasi-optimal spaces in the sense that polynomial\n",
    "or exponential decay of the N-widths {math}`d_N` yields similar rates\n",
    "for the worst-case best-approximation errors of the constructed {math}`V_N`.\n",
    "\n",
    "\n",
    "Orthonormalization required\n",
    "---------------------------\n",
    "\n",
    "There is one technical problem with both algorithms however: the\n",
    "condition numbers of the Gramians used to compute the projection\n",
    "onto {math}`V_N` explode:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "b6c85bf7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "G_trivial = trivial_basis.gramian(fom.h1_0_semi_product)\n",
    "G_greedy = greedy_basis.gramian(fom.h1_0_semi_product)\n",
    "trivial_conds, greedy_conds = [], []\n",
    "for N in range(1, len(U)):\n",
    "    trivial_conds.append(np.linalg.cond(G_trivial[:N, :N]))\n",
    "    greedy_conds.append(np.linalg.cond(G_greedy[:N, :N]))\n",
    "plt.figure()\n",
    "plt.semilogy(range(1, len(U)), trivial_conds, label='trivial')\n",
    "plt.semilogy(range(1, len(U)), greedy_conds, label='greedy')\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c42e5f11",
   "metadata": {},
   "source": [
    "This is quite obvious as the snapshot matrix `U` becomes more and\n",
    "more linear dependent the larger it grows.\n",
    "\n",
    "If we would use the bases we just constructed to build a reduced-order model\n",
    "from them, we will quickly get bitten by the limited accuracy of floating-point numbers.\n",
    "\n",
    "There is a simple remedy however: we orthonormalize our bases. The standard\n",
    "algorithm in pyMOR to do so, is a modified\n",
    "{meth}`~pymor.algorithms.gram_schmidt.gram_schmidt` procedure with\n",
    "re-orthogonalization to improve numerical accuracy:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "c9f9e785",
   "metadata": {
    "tags": [
     "remove-output"
    ]
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "5644e6b372354f098aae37fc354e6598",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Accordion(children=(HTML(value='', layout=Layout(height='16em', overflow_y='auto', width='100%')),), selected_…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "NumpyVectorArray(\n",
       "    NumpyVectorSpace(20201, id='STATE'),\n",
       "    [[ 0.00000000e+00  0.00000000e+00  0.00000000e+00 ...  9.72400995e-04\n",
       "       6.40708268e-04  2.44342521e-04]\n",
       "     [ 0.00000000e+00  0.00000000e+00  0.00000000e+00 ...  1.88622177e-04\n",
       "       1.22198234e-04  4.55954601e-05]\n",
       "     [ 0.00000000e+00  0.00000000e+00  0.00000000e+00 ...  2.83897552e-03\n",
       "       1.91768253e-03  7.54420981e-04]\n",
       "     ...\n",
       "     [ 0.00000000e+00  0.00000000e+00  0.00000000e+00 ... -6.50683737e-05\n",
       "      -5.06370720e-05 -2.30770353e-05]\n",
       "     [ 0.00000000e+00  0.00000000e+00  0.00000000e+00 ... -2.52117861e-05\n",
       "      -3.23210341e-05 -1.97290029e-05]\n",
       "     [ 0.00000000e+00  0.00000000e+00  0.00000000e+00 ... -2.70725037e-04\n",
       "      -2.05655123e-04 -9.13433643e-05]],\n",
       "    _len=25)"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gram_schmidt(greedy_basis, product=fom.h1_0_semi_product, copy=False)\n",
    "gram_schmidt(trivial_basis, product=fom.h1_0_semi_product, copy=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "93f248a7",
   "metadata": {},
   "source": [
    "The `copy=False` argument tells the algorithm to orthonormalize\n",
    "the given {{ VectorArray }} in-place instead of returning a new array with\n",
    "the orthonormalized vectors.\n",
    "\n",
    "Since the vectors in `greedy_basis` and `trivial_basis` are now orthonormal,\n",
    "their Gramians are identity matrices (up to numerics). Thus, their condition\n",
    "numbers should be near 1:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "ebb42864",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "trivial: 1.0000000000000038, greedy: 1.0000000000000022\n"
     ]
    }
   ],
   "source": [
    "G_trivial = trivial_basis.gramian(fom.h1_0_semi_product)\n",
    "G_greedy = greedy_basis.gramian(fom.h1_0_semi_product)\n",
    "\n",
    "print(f'trivial: {np.linalg.cond(G_trivial)}, '\n",
    "      f'greedy: {np.linalg.cond(G_greedy)}')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b32c5296",
   "metadata": {},
   "source": [
    "Orthonormalizing the bases does not change their linear span, so\n",
    "best-approximation errors stay the same. Also, we can\n",
    "compute these errors now more easily by exploiting orthogonality:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "74e680e1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def compute_proj_errors_orth_basis(basis, V, product):\n",
    "    errors = []\n",
    "    for N in range(len(basis) + 1):\n",
    "        v = V.inner(basis[:N], product=product)\n",
    "        V_proj = basis[:N].lincomb(v)\n",
    "        errors.append(np.max((V - V_proj).norm(product)))\n",
    "    return errors\n",
    "\n",
    "trivial_errors = compute_proj_errors_orth_basis(trivial_basis, V, fom.h1_0_semi_product)\n",
    "greedy_errors  = compute_proj_errors_orth_basis(greedy_basis, V, fom.h1_0_semi_product)\n",
    "\n",
    "plt.figure()\n",
    "plt.semilogy(trivial_errors, label='trivial')\n",
    "plt.semilogy(greedy_errors, label='greedy')\n",
    "plt.ylim(1e-1, 1e1)\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b210d37f",
   "metadata": {},
   "source": [
    "Proper Orthogonal Decomposition\n",
    "-------------------------------\n",
    "\n",
    "Another popular method to create a reduced basis out of snapshot data is the so-called\n",
    "Proper Orthogonal Decomposition (POD) which can be seen as a non-centered version of\n",
    "Principal Component Analysis (PCA). First we build a snapshot matrix\n",
    "\n",
    "```{math}\n",
    "A :=\n",
    "\\begin{bmatrix}\n",
    "\\vdots & \\vdots & \\cdots & \\vdots \\\\\n",
    "u(\\mu_1) & u(\\mu_2) & \\cdots & u(\\mu_K)\\\\\n",
    "\\vdots & \\vdots & \\cdots & \\vdots\n",
    "\\end{bmatrix},\n",
    "```\n",
    "\n",
    "where {math}`K` denotes the total number of solution snapshots. Then we compute the SVD\n",
    "of {math}`A`\n",
    "\n",
    "```{math}\n",
    "A = U \\Sigma V^T,\n",
    "```\n",
    "\n",
    "where {math}`\\Sigma` is an {math}`r \\times r`-diagonal matrix, {math}`U` is an {math}`n \\times r`-matrix\n",
    "and {math}`V` is an {math}`K \\times r`-matrix. Here {math}`n` denotes the dimension of the\n",
    "{attr}`~pymor.models.interface.Model.solution_space` and {math}`r` is the rank of {math}`A`.\n",
    "The diagonal entries {math}`\\sigma_i` of {math}`\\Sigma` are the singular values of {math}`A`, which are\n",
    "assumed to be monotonically decreasing. The pairwise orthogonal and normalized\n",
    "columns of {math}`U` and {math}`V` are the left- resp. right-singular vectors of {math}`A`.\n",
    "The {math}`i`-th POD mode is than simply the {math}`i`-th left-singular vector of {math}`A`,\n",
    "i.e. the {math}`i`-th column of {math}`U`. The larger the corresponding singular value is,\n",
    "the more important is this vector for the approximation of the snapshot data. In fact, if we\n",
    "let {math}`V_N` be the span of the first {math}`N` left-singular vectors of {math}`A`, then\n",
    "the following error identity holds:\n",
    "\n",
    "```{math}\n",
    "\\sum_{k = 1}^K \\inf_{v \\in V_N} \\|u(\\mu_k) - v\\|^2 =\\,\n",
    "\\min_{\\substack{W_N \\subseteq V\\\\ \\operatorname{dim}(W_N) \\leq N}} \\sum_{k = 1}^K \\inf_{v \\in W_N} \\|u(\\mu_k) - v\\|^2 =\n",
    "\\sum_{i = N+1}^{r} \\sigma^2\n",
    "```\n",
    "\n",
    "Thus, the linear spaces produced by the POD are actually optimal, albeit in a different\n",
    "error measure: instead of looking at the worst-case best-approximation error over all\n",
    "{{ parameter_values }}, we minimize the {math}`\\ell^2`-sum of all best-approximation errors.\n",
    "So in the mean squared average, the POD spaces are optimal, but there might be {{ parameter_values }}\n",
    "for which the best-approximation error is quite large.\n",
    "\n",
    "So far we completely neglected that the snapshot vectors may lie in a Hilbert space\n",
    "with some given inner product. To account for that, instead of the snapshot matrix\n",
    "{math}`A`, we consider the linear mapping that sends the {math}`i`-th canonical basis vector\n",
    "{math}`e_k` of {math}`\\mathbb{R}^K` to the vector {math}`u(\\mu_k)` in the\n",
    "{attr}`~pymor.models.interface.Model.solution_space`:\n",
    "\n",
    "$$ \\Phi: \\mathbb{R}^K \\to V, \\ e_k \\mapsto u(\\mu_k).$$\n",
    "\n",
    "Also for this finite-rank (hence compact) operator there exists a SVD of the form\n",
    "\n",
    "$$ \\Phi(v) = \\sum_{i=1}^r u_i \\cdot \\sigma_i \\cdot (v_i, v) \\qquad \\forall v \\in \\mathbb{R}^K,$$\n",
    "\n",
    "with orthonormal vectors {math}`u_i` and {math}`v_i` that generalizes the SVD of a matrix.\n",
    "\n",
    "The POD in this more general form is implemented in pyMOR by the\n",
    "{meth}`~pymor.algorithms.pod.pod` method, which can be called as follows:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "cf9c40e5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "7292d42720fd44d09dc73f934e0c8b98",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Accordion(children=(HTML(value='', layout=Layout(height='16em', overflow_y='auto', width='100%')),), selected_…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "pod_basis, pod_singular_values = pod(U, product=fom.h1_0_semi_product, modes=25)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a8b7ba24",
   "metadata": {},
   "source": [
    "We said that the POD modes (left-singular vectors) are orthonormal with respect to the\n",
    "inner product on the target Hilbert-space. Let's check that:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "1472984f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1.0000000000095441"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.linalg.cond(pod_basis.gramian(fom.h1_0_semi_product))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c48bc01b",
   "metadata": {},
   "source": [
    "Now, let us compare how the POD performs against the greedy algorithm in the worst-case\n",
    "best-approximation error:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "da38f439",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "pod_errors = compute_proj_errors_orth_basis(pod_basis, V, fom.h1_0_semi_product)\n",
    "\n",
    "plt.figure()\n",
    "plt.semilogy(trivial_errors, label='trivial')\n",
    "plt.semilogy(greedy_errors, label='greedy')\n",
    "plt.semilogy(pod_errors, label='POD')\n",
    "plt.ylim(1e-1, 1e1)\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d4719bea",
   "metadata": {},
   "source": [
    "As it turns out, the POD spaces perform even slightly better than the greedy spaces.\n",
    "Why is that the case? Note that for finite training or validation sets, both considered error measures\n",
    "are equivalent. In particular:\n",
    "\n",
    "```{math}\n",
    "\\sup_{k = 1,\\ldots,K} \\inf_{v \\in V_N} \\|u(\\mu_k) - v\\| \\leq\n",
    "\\left[\\sum_{k = 1}^K \\inf_{v \\in V_N} \\|u(\\mu_k) - v\\|^2\\right]^{1/2} \\leq\n",
    "\\sqrt{K} \\cdot \\sup_{k = 1,\\ldots,K} \\inf_{v \\in V_N} \\|u(\\mu_k) - v\\|.\n",
    "```\n",
    "\n",
    "Since POD spaces are optimal in the {math}`\\ell^2`-error, they miss the error of the\n",
    "optimal space in the Kolmogorov sense by at most a factor of {math}`\\sqrt{K}`, which in\n",
    "our case is {math}`5`. On the other hand, the greedy algorithm also only produces\n",
    "quasi-optimal spaces. -- For very large training sets with more complex parameter dependence,\n",
    "differences between both spaces may be more significant.\n",
    "\n",
    "Finally, it is often insightful to look at the POD modes themselves:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "66e08975",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<link rel=\"stylesheet\"\n",
       "href=\"https://maxcdn.bootstrapcdn.com/font-awesome/4.4.0/css/font-awesome.min.css\">\n",
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       "  function isInternetExplorer() {\n",
       "    ua = navigator.userAgent;\n",
       "    /* MSIE used to detect old browsers and Trident used to newer ones*/\n",
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       "  }\n",
       "\n",
       "  /* Define the Animation class */\n",
       "  function Animation(frames, img_id, slider_id, interval, loop_select_id){\n",
       "    this.img_id = img_id;\n",
       "    this.slider_id = slider_id;\n",
       "    this.loop_select_id = loop_select_id;\n",
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       "    this.current_frame = 0;\n",
       "    this.direction = 0;\n",
       "    this.timer = null;\n",
       "    this.frames = new Array(frames.length);\n",
       "\n",
       "    for (var i=0; i<frames.length; i++)\n",
       "    {\n",
       "     this.frames[i] = new Image();\n",
       "     this.frames[i].src = frames[i];\n",
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       "        // with W3C specification. It ignores oninput and onchange behaves\n",
       "        // like oninput. In contrast, Microsoft Edge behaves correctly.\n",
       "        slider.setAttribute('onchange', slider.getAttribute('oninput'));\n",
       "        slider.setAttribute('oninput', null);\n",
       "    }\n",
       "    this.set_frame(this.current_frame);\n",
       "  }\n",
       "\n",
       "  Animation.prototype.get_loop_state = function(){\n",
       "    var button_group = document[this.loop_select_id].state;\n",
       "    for (var i = 0; i < button_group.length; i++) {\n",
       "        var button = button_group[i];\n",
       "        if (button.checked) {\n",
       "            return button.value;\n",
       "        }\n",
       "    }\n",
       "    return undefined;\n",
       "  }\n",
       "\n",
       "  Animation.prototype.set_frame = function(frame){\n",
       "    this.current_frame = frame;\n",
       "    document.getElementById(this.img_id).src =\n",
       "            this.frames[this.current_frame].src;\n",
       "    document.getElementById(this.slider_id).value = this.current_frame;\n",
       "  }\n",
       "\n",
       "  Animation.prototype.next_frame = function()\n",
       "  {\n",
       "    this.set_frame(Math.min(this.frames.length - 1, this.current_frame + 1));\n",
       "  }\n",
       "\n",
       "  Animation.prototype.previous_frame = function()\n",
       "  {\n",
       "    this.set_frame(Math.max(0, this.current_frame - 1));\n",
       "  }\n",
       "\n",
       "  Animation.prototype.first_frame = function()\n",
       "  {\n",
       "    this.set_frame(0);\n",
       "  }\n",
       "\n",
       "  Animation.prototype.last_frame = function()\n",
       "  {\n",
       "    this.set_frame(this.frames.length - 1);\n",
       "  }\n",
       "\n",
       "  Animation.prototype.slower = function()\n",
       "  {\n",
       "    this.interval /= 0.7;\n",
       "    if(this.direction > 0){this.play_animation();}\n",
       "    else if(this.direction < 0){this.reverse_animation();}\n",
       "  }\n",
       "\n",
       "  Animation.prototype.faster = function()\n",
       "  {\n",
       "    this.interval *= 0.7;\n",
       "    if(this.direction > 0){this.play_animation();}\n",
       "    else if(this.direction < 0){this.reverse_animation();}\n",
       "  }\n",
       "\n",
       "  Animation.prototype.anim_step_forward = function()\n",
       "  {\n",
       "    this.current_frame += 1;\n",
       "    if(this.current_frame < this.frames.length){\n",
       "      this.set_frame(this.current_frame);\n",
       "    }else{\n",
       "      var loop_state = this.get_loop_state();\n",
       "      if(loop_state == \"loop\"){\n",
       "        this.first_frame();\n",
       "      }else if(loop_state == \"reflect\"){\n",
       "        this.last_frame();\n",
       "        this.reverse_animation();\n",
       "      }else{\n",
       "        this.pause_animation();\n",
       "        this.last_frame();\n",
       "      }\n",
       "    }\n",
       "  }\n",
       "\n",
       "  Animation.prototype.anim_step_reverse = function()\n",
       "  {\n",
       "    this.current_frame -= 1;\n",
       "    if(this.current_frame >= 0){\n",
       "      this.set_frame(this.current_frame);\n",
       "    }else{\n",
       "      var loop_state = this.get_loop_state();\n",
       "      if(loop_state == \"loop\"){\n",
       "        this.last_frame();\n",
       "      }else if(loop_state == \"reflect\"){\n",
       "        this.first_frame();\n",
       "        this.play_animation();\n",
       "      }else{\n",
       "        this.pause_animation();\n",
       "        this.first_frame();\n",
       "      }\n",
       "    }\n",
       "  }\n",
       "\n",
       "  Animation.prototype.pause_animation = function()\n",
       "  {\n",
       "    this.direction = 0;\n",
       "    if (this.timer){\n",
       "      clearInterval(this.timer);\n",
       "      this.timer = null;\n",
       "    }\n",
       "  }\n",
       "\n",
       "  Animation.prototype.play_animation = function()\n",
       "  {\n",
       "    this.pause_animation();\n",
       "    this.direction = 1;\n",
       "    var t = this;\n",
       "    if (!this.timer) this.timer = setInterval(function() {\n",
       "        t.anim_step_forward();\n",
       "    }, this.interval);\n",
       "  }\n",
       "\n",
       "  Animation.prototype.reverse_animation = function()\n",
       "  {\n",
       "    this.pause_animation();\n",
       "    this.direction = -1;\n",
       "    var t = this;\n",
       "    if (!this.timer) this.timer = setInterval(function() {\n",
       "        t.anim_step_reverse();\n",
       "    }, this.interval);\n",
       "  }\n",
       "</script>\n",
       "\n",
       "<style>\n",
       ".animation {\n",
       "    display: inline-block;\n",
       "    text-align: center;\n",
       "}\n",
       "input[type=range].anim-slider {\n",
       "    width: 374px;\n",
       "    margin-left: auto;\n",
       "    margin-right: auto;\n",
       "}\n",
       ".anim-buttons {\n",
       "    margin: 8px 0px;\n",
       "}\n",
       ".anim-buttons button {\n",
       "    padding: 0;\n",
       "    width: 36px;\n",
       "}\n",
       ".anim-state label {\n",
       "    margin-right: 8px;\n",
       "}\n",
       ".anim-state input {\n",
       "    margin: 0;\n",
       "    vertical-align: middle;\n",
       "}\n",
       "</style>\n",
       "\n",
       "<div class=\"animation\">\n",
       "  <img id=\"_anim_img07e6cc349d914075a9a5eec6795a633e\">\n",
       "  <div class=\"anim-controls\">\n",
       "    <input id=\"_anim_slider07e6cc349d914075a9a5eec6795a633e\" type=\"range\" class=\"anim-slider\"\n",
       "           name=\"points\" min=\"0\" max=\"1\" step=\"1\" value=\"0\"\n",
       "           oninput=\"anim07e6cc349d914075a9a5eec6795a633e.set_frame(parseInt(this.value));\">\n",
       "    <div class=\"anim-buttons\">\n",
       "      <button title=\"Decrease speed\" aria-label=\"Decrease speed\" onclick=\"anim07e6cc349d914075a9a5eec6795a633e.slower()\">\n",
       "          <i class=\"fa fa-minus\"></i></button>\n",
       "      <button title=\"First frame\" aria-label=\"First frame\" onclick=\"anim07e6cc349d914075a9a5eec6795a633e.first_frame()\">\n",
       "        <i class=\"fa fa-fast-backward\"></i></button>\n",
       "      <button title=\"Previous frame\" aria-label=\"Previous frame\" onclick=\"anim07e6cc349d914075a9a5eec6795a633e.previous_frame()\">\n",
       "          <i class=\"fa fa-step-backward\"></i></button>\n",
       "      <button title=\"Play backwards\" aria-label=\"Play backwards\" onclick=\"anim07e6cc349d914075a9a5eec6795a633e.reverse_animation()\">\n",
       "          <i class=\"fa fa-play fa-flip-horizontal\"></i></button>\n",
       "      <button title=\"Pause\" aria-label=\"Pause\" onclick=\"anim07e6cc349d914075a9a5eec6795a633e.pause_animation()\">\n",
       "          <i class=\"fa fa-pause\"></i></button>\n",
       "      <button title=\"Play\" aria-label=\"Play\" onclick=\"anim07e6cc349d914075a9a5eec6795a633e.play_animation()\">\n",
       "          <i class=\"fa fa-play\"></i></button>\n",
       "      <button title=\"Next frame\" aria-label=\"Next frame\" onclick=\"anim07e6cc349d914075a9a5eec6795a633e.next_frame()\">\n",
       "          <i class=\"fa fa-step-forward\"></i></button>\n",
       "      <button title=\"Last frame\" aria-label=\"Last frame\" onclick=\"anim07e6cc349d914075a9a5eec6795a633e.last_frame()\">\n",
       "          <i class=\"fa fa-fast-forward\"></i></button>\n",
       "      <button title=\"Increase speed\" aria-label=\"Increase speed\" onclick=\"anim07e6cc349d914075a9a5eec6795a633e.faster()\">\n",
       "          <i class=\"fa fa-plus\"></i></button>\n",
       "    </div>\n",
       "    <form title=\"Repetition mode\" aria-label=\"Repetition mode\" action=\"#n\" name=\"_anim_loop_select07e6cc349d914075a9a5eec6795a633e\"\n",
       "          class=\"anim-state\">\n",
       "      <input type=\"radio\" name=\"state\" value=\"once\" id=\"_anim_radio1_07e6cc349d914075a9a5eec6795a633e\"\n",
       "             >\n",
       "      <label for=\"_anim_radio1_07e6cc349d914075a9a5eec6795a633e\">Once</label>\n",
       "      <input type=\"radio\" name=\"state\" value=\"loop\" id=\"_anim_radio2_07e6cc349d914075a9a5eec6795a633e\"\n",
       "             checked>\n",
       "      <label for=\"_anim_radio2_07e6cc349d914075a9a5eec6795a633e\">Loop</label>\n",
       "      <input type=\"radio\" name=\"state\" value=\"reflect\" id=\"_anim_radio3_07e6cc349d914075a9a5eec6795a633e\"\n",
       "             >\n",
       "      <label for=\"_anim_radio3_07e6cc349d914075a9a5eec6795a633e\">Reflect</label>\n",
       "    </form>\n",
       "  </div>\n",
       "</div>\n",
       "\n",
       "\n",
       "<script language=\"javascript\">\n",
       "  /* Instantiate the Animation class. */\n",
       "  /* The IDs given should match those used in the template above. */\n",
       "  (function() {\n",
       "    var img_id = \"_anim_img07e6cc349d914075a9a5eec6795a633e\";\n",
       "    var slider_id = \"_anim_slider07e6cc349d914075a9a5eec6795a633e\";\n",
       "    var loop_select_id = \"_anim_loop_select07e6cc349d914075a9a5eec6795a633e\";\n",
       "    var frames = new Array(25);\n",
       "    \n",
       "  frames[0] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAoAAAAHgCAYAAAA10dzkAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90\\\n",
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       "AAAASUVORK5CYII=\\\n",
       "\"\n",
       "\n",
       "\n",
       "    /* set a timeout to make sure all the above elements are created before\n",
       "       the object is initialized. */\n",
       "    setTimeout(function() {\n",
       "        anim07e6cc349d914075a9a5eec6795a633e = new Animation(frames, img_id, slider_id, 200.0,\n",
       "                                 loop_select_id);\n",
       "    }, 0);\n",
       "  })()\n",
       "</script>\n",
       "</div>"
      ],
      "text/plain": [
       "<pymor.discretizers.builtin.gui.jupyter.matplotlib.visualize_patch.<locals>.Plot at 0x7f5307a8b820>"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fom.visualize(pod_basis)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d493533e",
   "metadata": {},
   "source": [
    "As you can see, the first (more important) basis vectors account for the approximation of\n",
    "the solutions in the bulk of the subdomains, whereas the higher modes are responsible for\n",
    "approximating the solutions at the subdomain interfaces.\n",
    "\n",
    "\n",
    "Weak greedy algorithm\n",
    "---------------------\n",
    "\n",
    "Both POD and the strong greedy algorithm require the computation of all\n",
    "{meth}`solutions <pymor.models.interface.Model.solve>` {math}`u(\\mu)`\n",
    "for all {{ parameter_values }} {math}`\\mu` in the `training_set`. So it is\n",
    "clear right from the start that we cannot afford very large training sets.\n",
    "Otherwise we would not be interested in model order reduction\n",
    "in the first place. This is a problem when the number of |parameters|\n",
    "increases and/or the solution depends less uniformly on the |parameters|.\n",
    "\n",
    "Reduced basis methods have a very elegant solution to this problem, which\n",
    "allows training sets that are orders of magnitude larger than the training\n",
    "sets affordable for POD: instead of computing the best-approximation error\n",
    "we only compute a surrogate\n",
    "\n",
    "$$ \\inf_{v \\in V_N} \\|u(\\mu) - v\\| \\approx \\mathcal{E}(\\mu)$$\n",
    "\n",
    "for it. Replacing the best-approximation error by this surrogate in the\n",
    "[strong greedy](#strong-greedy-algorithm) algorithm, we arrive at the\n",
    "{meth}`weak greedy <pymor.algorithms.greedy.weak_greedy>`\n",
    "algorithm. If the surrogate {math}`\\mathcal{E}(\\mu)` is an upper and lower bound\n",
    "to the best-approximation error up to some fixed factor, it can still be shown that the\n",
    "produced reduced spaces are quasi-optimal in the same sense as for the strong greedy\n",
    "algorithm, although the involved constants might be worse, depending on the\n",
    "efficiency of {math}`\\mathcal{E}(\\mu)`.\n",
    "\n",
    "Now here comes the trick: to get a surrogate that can be quickly computed, we can\n",
    "use our current reduced-order model for it. More precisely, we choose {math}`\\mathcal{E}(\\mu)`\n",
    "to be of the form\n",
    "\n",
    "$$ \\mathcal{E}(\\mu):= \\operatorname{Err-Est}(\\operatorname{ROM-Solve}(\\mu), \\mu).$$\n",
    "\n",
    "So to compute the surrogate for fixed {{ parameter_values }} {math}`\\mu`, we first\n",
    "{meth}`~pymor.models.interface.Model.solve` the reduced-order model for the current\n",
    "reduced basis for these {{ parameter_values }} and then compute an estimate for the\n",
    "model order reduction error.\n",
    "\n",
    "We won't go into any further details in this tutorial, but for nice problem classes\n",
    "(linear coercive problems with an affine dependence of the system matrix on the {{ Parameters }}),\n",
    "one can derive a posteriori error estimators for which the equivalence with the best-approximation\n",
    "error can be shown and which can be computed efficiently, independently from the size\n",
    "of the full-order model. Here we will only give a simple example how to use the\n",
    "{meth}`weak greedy <pymor.algorithms.greedy.weak_greedy>` algorithm for our problem at hand.\n",
    "\n",
    "In order to do so, we need to be able to build a reduced-order\n",
    "model with an appropriate error estimator. For the given (linear coercive) thermal block problem\n",
    "we can use {class}`~pymor.reductors.coercive.CoerciveRBReductor`:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "1b0db766",
   "metadata": {},
   "outputs": [],
   "source": [
    "reductor = CoerciveRBReductor(\n",
    "    fom,\n",
    "    product=fom.h1_0_semi_product,\n",
    "    coercivity_estimator=ExpressionParameterFunctional('min(diffusion)', fom.parameters)\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9fa8ea3a",
   "metadata": {},
   "source": [
    "Here `product` specifies the inner product with respect to which we want to compute the\n",
    "model order reduction error. With `coercivity_estimator` we need to specify\n",
    "a function which estimates the coercivity constant of the system matrix with respect to\n",
    "the given inner product. In our case, this is just the minimum of the diffusivities over\n",
    "all subdomains.\n",
    "\n",
    "Now we can call {meth}`~pymor.algorithms.greedy.rb_greedy`, which constructs for us the\n",
    "surrogate {math}`\\mathcal{E}(\\mu)` from `fom` and the `reductor` we just\n",
    "constructed. It then passes this surrogate to the {meth}`~pymor.algorithms.greedy.weak_greedy`\n",
    "method. Furthermore, we need to specify the number of basis vectors we want to compute\n",
    "(we could also have specified an error tolerance) and the training set.\n",
    "As the surrogate is cheap to evaluate, we choose here a training set of 1000 different\n",
    "{{ parameter_values }}:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "f4ecc63c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "7e4d12df7c344374a5b3bc7a853e2fb1",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Accordion(children=(HTML(value='', layout=Layout(height='16em', overflow_y='auto', width='100%')),), selected_…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "greedy_data = rb_greedy(fom, reductor, parameter_space.sample_randomly(1000),\n",
    "                        max_extensions=25)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0678614a",
   "metadata": {},
   "source": [
    "Take a look at the log output to see how the basis is built iteratively using\n",
    "the surrogate {math}`\\mathcal{E}(\\mu)`.\n",
    "\n",
    "The returned `greedy_data` dictionary contains various information about the run\n",
    "of the algorithm, including the final ROM. Here, however, we are interested in the\n",
    "generated reduced basis, which is managed by the `reductor`:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "1d432cb9",
   "metadata": {},
   "outputs": [],
   "source": [
    "weak_greedy_basis = reductor.bases['RB']"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1ed2b6fc",
   "metadata": {},
   "source": [
    "Let's see, how the weak-greedy basis performs:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "2d816dc7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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JJ3Tq1OmU25at37Jly1n327FjR/Ly8sjKyqJx48bnXJecrN60cRERETlXn3zyCZGRkYSFhTF06FBuuukm/vCHPwC+MFNdZfuozlkgqUhnXERExK8cNgdLbl0SsGOfi4EDB/L3v/8du91OSkoKNpvvZ7F9+/Zs3LjxlK8pW9++ffuz7n/jxo1ER0cTHx9/TnXJ6Sm4iIiIXxmGUaXLNYEQERFB27ZtT1p/8803c+utt/K///3vpHYuf/nLX4iPj+fyyy8/474zMjKYMWMGw4cPx2LRBQ5/UXARERH5mZtvvplZs2YxZswYnnvuOS677DJyc3OZOnUqc+bMYdasWeU9isB3SejQoUOYpkl2djaLFi3iT3/6EzExMTzzzDMBfCf1j4KLiIjIzxiGwQcffMBLL73Eiy++yK9//WvCwsLo168f8+bN48ILL6ywfW5uLsnJyRiGQXR0NB06dGDMmDHce++9REdHB+hd1E+G6Y/WR3VIbm4uMTEx5OTk+PXL8v3Hr3Fs+09EhjiItjmItoUTFhKCzWrFZrFgs1qxWi1YrRYMwwIYYBjH7w18yxhYwh04OrfHsFqPbwOly5zw2lMsn7hdSDhEJ/vtPYqInKvi4mJ27txJq1atCAsLC3Q5Used6ftS2d9vnXGppIz3/sF5a46PS+AFCquxv8bdc4jvWFDtut5PvI8lCSMIsRrYbRZCrBbsNgt26/Hl4+uOb3PidtFhIXRpGq1W7yIiUucpuFSSKyaK/Y2L8AAeA051mupsP/uGCZElkJADyw7HMG1gDFYTbJhYTbACNtPECljNU6+zAVYTQvASY7pom/kZs/f2rvb7G3xeE1699XxCrGpAJiIidZeCSyXd8o/55cumaZLvyudY8TGOFh/laNFRMouOklnoWz5afIxjxcfIdh4jpySbPFc2Tm8xAAk5Jn/7m4dmh2AXVgod1TvLcZM1iye6pJKPA5fHi9PtLb93esxTrDv+2OUxcbq97DxSwJc/HeaBWWt44cbuWCw68yIiInWTgksVGIZBlD2KKHsUqdGplXpNkbuIY6WBxvO/iVj3HuKFqDsouKArHtOD2+vGY3rweD0nPXab7grr3aabQ/mH+HzX5/zosPNZyn7oMKTK7+ebDYf51Tsr+Hj1ASJCbTw9vIsuG4mISJ2k4FJLHDYHjkgHKZEpHBpwOcfefpvWm3JJvvWKKu2vwFXAV7u+YG9ICPu2fkazagSXQZ2b8MJN3bn3/VW8u2QPkWE2HhrSUeFFRETqHDVoCIDIi3zd6AoWLKjykNIRIRF0i2wOwJL9C6td0zVpKUwZ0RWA1+fv4G/ztld7nyIiIv6m4BIA4enpGCEhuA4cwLlrV5X30zf1UgAWu49B7sFq13Vz71Qevco3edhzX25m+sKd1d6niIiIP9Wb4DJ16lQ6d+5Menp6oEs5K0t4OI6ePQEoWFD1syV9UwcCsMQRhnfHPH+Uxrj+rbn3snYA/OF/G5i1fK9f9isiIuIP9Sa4TJgwgQ0bNrBs2bJAl1IpERdeAEDBwqoHl66JXQk3bByzWtmy7VN/lcZ9g9ox9qJWADz44Vo+W1f9szkiIiL+UG+CS7CJvOgiAAqWLsV0Oqu0jxBLCL3iOgCw+PAK8NMgyIZh8OhVnbg5vTleE+59fxXfbc7wy75FRBqqefPmYRgG2dnZgS6lyqZPn05sbGxAa1BwCZDQDh2wxsdjFhZSuGp1lffTt6WvV9JiiwsyN/upOl94+eOIrlzdLRmXx+RXb69g8Y4sv+1fRESkKhRcAsSwWI5fLlqwoMr76dusPwArwkJxbvvGL7WVsVoMXrypO5d1bEyJ28u4fy9n7b5svx5DRET8y1nFs/jBQsElgMouF+UvrHpwaRvblnirg2KLhTU7vvBXaeVCrBamjjqffq3jyS9xM/rNpWw+lOf344iI1KZPPvmE2NhYPB4PAKtXr8YwDB566KHybcaNG8cvfvGL8scLFiygf//+OBwOmjdvzj333ENBwfE5595++2169epFVFQUSUlJ3HrrrWRknP4ye2FhIUOHDuXCCy887eWjvLw8Ro0aRUREBMnJybz44osMGDCA++67r3ybli1b8tRTTzF69Giio6O56667KlVvSUkJkydPpmnTpkRERNCnTx/mzZtX4fjTp08nNTWV8PBwRowYQVbW8TPvu3btwmKxsHz58gqveemll2jRogVer/e07706FFwCKOIC3xmXkg0bcWdV7TKMYRj0bdwDgEXHNoHH5bf6yoSFWHljTC+6N48lu9DFL/61hF1Hqj9BpIjUT6Zp4i0sDMitsmNj9e/fn7y8PFatWgXA/PnzSUhIqPDDPX/+fAYMGADA9u3bGTJkCNdddx1r165l5syZLFiwgIkTJ5Zv73K5eOqpp1izZg0ff/wxu3bt4vbbbz/l8bOzs7n88svxer18/fXXp203MmnSJBYuXMicOXP4+uuv+eGHH1i5cuVJ2z3//POkpaWxatUqfv/731eq3okTJ7Jo0SLef/991q5dyw033MCQIUPYunUrAEuWLGHs2LFMnDiR1atXM3DgQJ5++uny17ds2ZJBgwYxbdq0CrVMmzaN22+/HYulZiKGYVZ1BLQ6qrLTYtcVO0aMpGTjRlKee5aYYcOqtI+Pt87m9z8+RrfiEt4d8m9o0c/PVfpkFzq5+R+L2XQoj6axDv5zdz+SYxw1ciwRCQ7FxcXs3LmTVq1aERYWBoC3sJDN5/cMSD0dVq7AEh5eqW179uzJLbfcwuTJkxkxYgTp6ek88cQTZGVlkZOTQ7NmzdiyZQvt2rVj3LhxWK1WXn/99fLXL1iwgEsuuYSCgoLy936i5cuXk56eTl5eHpGRkcybN4+BAweyceNGbrrpJtq1a8eMGTOw2+2nrC8vL4/4+HhmzJjB9ddfD0BOTg4pKSmMHz+el156CfAFiB49ejB79uzy156t3oyMDFq3bs2ePXtISUkp32bQoEH07t2bP/3pT9x6663k5OTw6afHe63efPPNfPHFF+VniD744AN+9atfcfDgQUJDQ1m5ciW9evVix44dtGzZ8qT3dKrvS5nK/n7rjEuARZa3c6nGeC4pvqCyPtRO7rav/FLXqcSG23lrbG9aJUSwP7uIUf9cwpH8kho7nohITbrkkkuYN28epmnyww8/MHLkSDp16sSCBQuYP38+KSkptGvnG9dqzZo1TJ8+ncjIyPLb4MGD8Xq97NzpG6xzxYoVDBs2jNTUVKKiorjkkksA2LNnT4XjXn755bRt25aZM2eeNrQA7NixA5fLRe/evcvXxcTE0KFDh5O27dWrV4XHZ6t33bp1eDwe2rdvX2Gb+fPns327b+T0jRs30qdPnwr77dev4l+Mhw8fjtVqLQ9N06dPZ+DAgacMLf6iuYoCLOKii8j657/I/3EhpmlWaX6gpIgkWtobsct5lGW753IZj9dApT6No8J4Z1wfbvj7j+zILOC2fy3l/fF9iQkPqbFjikhwMRwOOqxcEbBjV9aAAQN48803WbNmDSEhIXTs2JEBAwYwb948jh07Vh48APLz8/nlL3/JPffcc9J+UlNTKSgoYPDgwQwePJh3332XxMRE9uzZw+DBg09qLHvVVVfx4YcfsmHDBrp27Vr1N3uCiIiICo/PVu/atWuxWq2sWLECq9Va4fnIyMhKH9dutzN69GimTZvGyJEjmTFjBi+//HLV3kQlKbgEmOP88zEcDjyZRyjZvJmwjh2rtJ++Kf3YtetTFhfs5bLiXAiructkTWMdvDu+Lze8toiNB3O5Y/pS3h7bh4hQfZ1ExNf2zqjk5ZpAKmvn8uKLL5aHlAEDBvDMM89w7Ngx7r///vJtzz//fDZs2EDbtm1Pua9169aRlZXFM888Q/Pmvnnkft5otcwzzzxDZGQkl112GfPmzaNz586n3K5169aEhISwbNkyUlNTAd+loi1btnDxxRef8b2drd4ePXrg8XjIyMigf//+p9ymU6dOLFmypMK6xYsXn7TduHHj6NKlC3/7299wu92MHDnyjLVVly4VBZjFbie8t2+aguqMotu31eUALA4Lhd3Vn3TxbFolRPD22N7EOEJYuSebu95eTrHLU+PHFRHxl7i4OLp168a7775b3gj34osvZuXKlWzZsqXCGZcHH3yQH3/8sbyh6tatW/nvf/9b3tg1NTUVu93OX//6V3bs2MGcOXN46qmnTnvs559/nlGjRnHppZeyadOmU24TFRXFmDFjeOCBB/juu+/46aefGDt2LBaL5axn589Wb/v27Rk1ahSjR4/mo48+YufOnSxdupQpU6aUt2m55557+OKLL3j++efZunUrr776Kl98cXLv1U6dOtG3b18efPBBbrnlFhzncNarKhRc6oDIC0u7RVdjPJf0pHQswC57CIe2fu6nys6sU3I00+9IJ9xuZeG2LCbOWEWRU+FFRILHJZdcgsfjKQ8ujRo1onPnziQlJVVoS9KtWzfmz5/Pli1b6N+/Pz169OCxxx4rb9iamJjI9OnTmTVrFp07d+aZZ57h+eefP+OxX3zxRW688UYuvfRStmzZcsptXnjhBfr168fVV1/NoEGDuPDCC+nUqdMpGwOf6Gz1gq/3z+jRo7n//vvp0KEDw4cPr3B2p2/fvrzxxhu8/PLLpKWl8dVXX/Hoo4+e8nhjx47F6XRy5513nrEuf1CvojqgZMcOdlx5FUZICO2XLsFSxbQ66j9DWVuwjyeLQhjxq5O7y9WUH7cf4fZpy3C6fX32k6LDSI0Pp2V8OC3iI2gRH06LRhG0SAgnOkxtYUTqkzP1EhH/KygooGnTpvzlL39h7NixgS6n3FNPPcWsWbNYu3btGbfzR68iNUqoA+ytWmFLScZ94CCFy5YReZZrl6fTJ3Ugaze+zWJPNiNyD0B0ytlf5AcXtEng9V/05LcfriUzr4RDucUcyi1m6c6jJ20bFx5yPMzER9CiUTgtE8JJbRRBQqS9So2TRUTqq1WrVrFp0yZ69+5NTk4OTz75JADXXnttgCvzyc/PZ9euXbz66qsVxnipSQoudYBhGEReeBHZs2aRv2BBlYNLv9SBvLHxbRY7wjC3f4fRY5SfKz29gR0bs/SRyzhW6GJ3VgG7swpLbwXsPuq7P5Lv5Fihi2OF2azem33SPiLsVlLjI0ht5CDCbsNiMbAaBlZr6b3FwGIY2Ky+e6sFrBZL6XNgsRjYLGXPGYRYLfRu1Yj2TaJq7XMQEfG3559/ns2bN2O32+nZsyc//PADCQkJgS4L8A1i99577zF8+PBauUwEulRUZ+R+8SX777sPe5s2tPn0kyrtw+lxctG7vSkyPXwY3o32N7zr5yqrJ7/EzZ6fhZmygHMgp8hfk1ufJK15LDf1as6wtGSidKlKxK90qUjOhS4V1SMR/fqCxYJz+3ZcBw8Skpx8zvuwW+2cH9uBhcc2sDhjJe1NE+rQpZfIUBudU6LpnHLyF7LE7WHfsSJ2ZxWw92gRJW4PHi94TROP18TtNfF6TTym797t9a0ve778dsLzOUUuFm3PYs3ebNbszeapTzZwZddkbuzVjN6tGumylIhIEFJwqSOsMTE4unalaM0aChYuJLZ0eOdz1a/VFb7gYnExOmMjNDn1+AB1TajNSpvESNokVn7go8rIzCth9qp9zFy2l+2ZBXy4ch8frtxHq4QIbujVjOvPb0bjaP0tUUQkWKg7dB0SUTZbdHWG/2/q28fysFBc2+f6pa5glhgVyl0Xt+GbSZfw4d0XcFOv5oTbrew8UsCzX2ym3zPfMu7fy/jqp0O4PDUzk6lIQ1DPWh1IDfHH90TBpQ6JuOhCAAoWLcL0VG08lHZx7WhkDaPIYmHtji/9WV5QMwyDni3i+PP13Vj2u0E8e103erWIw+M1+WZjBne9vYJ+U75lymcb2Z6ZH+hyRYJGSIiv3VhhYWGAK5FgUPY9KfveVIUuFdUhjq5dsURF4c3JoXj9ehxpaee8D4thoU9iDz4/tIjFxzbS0+0E2+kn8WqIIkJt3JjenBvTm7MtI59Zy/fy4cp9HMkv4fXvd/D69zvo1SKOG9Obc1XXZE1lIHIGVquV2NhYMjIyAAgPD1f7MTmJaZoUFhaSkZFBbGzsSfMjnQv9H7kOMWw2Ivr1I++rr8hfsKBKwQWgb8srfMHFbmXC/uXQ4gI/V1p/tG0cycNXdmLy4A58uymDD5bt5bvNGSzffYzlu4/xxJyfuLpbCu2aRGIYBhYDLIaBYVDhsaX8ccVtLCesM0q7aVstlHfZtpavM453/7acsK70se2E521Wg/gIjXkjdUdSUhJAeXgROZ3Y2Njy70tV1ZvgMnXqVKZOnYqnipdY6oqICy8k76uvKFj4I4kTJlRpH32b+oLKulA7+du+JlLB5axCrBYGn5fE4POSOJxbzIcr9/HBsr3syipk5vK9gS7vJCN6NOXFm7oHugwRwBfKk5OTady4MS6XK9DlSB0VEhJSrTMtZTSOSx3j2r+fbZcNAquV9osXYY2q2uBpV73Xnz3ObP7qjmXA2B/8XGXDYJomS3ce5dN1B8krduM1Tbymr4u2aZp4S7tre03fthWfL3vu+PO+7tuUd90u78p9Qhfusi7fJ3YFP1VXb4sBix6+jCbqESUi9YTGcQlSIU2bYm/VCufOnRQsWkT0FVdUaT99Uy5gz67PWFy4jwHFORAW4+dK6z/DMOjTOp4+reMDXUoF1/39R1bsPsZ/V+/nrovbBLocEZFapV5FdVDEhaW9ixb+WOV99G05CIDFYXbYVfVZp6XuGXl+UwA+Wrk/wJWIiNQ+BZc6qLxb9IIFVe7z3jupNwaw3W4nY+sXfqxOAu3qrinYrRY2Hcpjw4HcQJcjIlKrFFzqoIj0dAgJwbV/P67du6u0j5jQGDpH+P5mvmR/1Qe0k7onJjyEyzo1BuCjlfsCXI2ISO1ScKmDLBERhJ9/PlDNUXSbDwBgsfsY5OiyQn0y8vxmAPx3zQHcGvFXRBoQBZc66sTLRVXVN3UAAIsdYZjbv/NHWVJHXNI+kbjwEDLzSliw7UigyxERqTUKLnVUZFkD3aVLMZ3OKu2jR+MehGIlw2Zj53a1c6lP7DYL16SlAGqkKyINi4JLHRXasSPW+HjMwkIKV62u2j6sofSIbQfAosPLoX4N2dPglV0u+mrDIfKKNeiXiDQMCi51lGGxEHGBb8TbgoXVaOdS1i3a4oKMDX6pTeqGbs1iaJ0YQbHLy+frDwW6HBGRWqHgUodF+qOdS7OLAFjmCMO9/Vu/1CV1g2EYXFd61kW9i0SkoVBwqcPKzrgUb9iAOyurSvvoGNeRGEsoBRYL69XOpd4Z3sPX5X3xjqPsO1YY4GpERGqegksdZktMJLRjRwAKflxUpX1YLVZ6J3YHYPGxjeCuWkNfqZuaxjro27oRAP9dfSDA1YiI1DwFlzrOL5eLWl4OwGK7FfYt9UtdUneUNdL9cOW+Ko+0LCISLBRc6riyeYvyf1xY5R+lfim+S05rwkIp3Pa132qTumFolyTCQizsyCxg7b6cQJcjIlKjFFzqOEfPnhhhYXgyj1CyZUuV9tEsqhlNQ2JwGwYrdquBbn0TFRbCFZ2TADXSFZH6T8GljrPY7YT3TgeqfrnIMAz6pvQDYHHBXijK9ld5UkeUzRg9Z80BnG5NASAi9ZeCSxCIvMjXpbla47m0uAyAxWGhsKvq7WWkbrqobQIJkaEcK3Qxf0tmoMsREakxCi5BIKI0uBQuX4G3qKhK++iT3AeALaF2jmz70m+1Sd1gs1oY3r1sCgBdLhKR+kvBJQjYW7XClpyM6XRSuHx5lfYRFxZHp3DfD9vSfT/4szypI8p6F83dmEFOoaYAEJH6ScElCBiG4Z9u0WWzRXtyIHuvP0qTOqRzSjQdk6Jwerx8sk5juohI/aTgEiTKu0UvqEY7l2aXALDIEYa5Y54/ypI6pqyRrmaMFpH6SsElSET06wcWC87t23EdPFilffRo0oMQLByy2dizTcP/10fXdm+KxYAVu4+xO6sg0OWIiPidgkuQsMbE4OjaFah67yKHzUGP2HYALD68HLzqNlvfNIkO48K2CYDOuohI/aTgEkTKLxdVq1v0IAAWW92QscEvdUndUjZj9OxV+zUFgIjUOwouQaSsW3TBj4swPZ4q7aNvU1/4WRIWhmf7XL/VJnXHFec1IcJuZc/RQlbsPhbockRE/ErBJYg4unXFEhWFNyeH4vXrq7SPzvGdibLYybNa2LBD47nUR+F2G0O6JAPwoS4XiUg9o+ASRAybjYi+fYGqXy6yWqz0TkwDYPHRTeAu8Vt9UndcV9q76JO1Byh2Ve3snIhIXaTgEmTKLxdVp1t0i8sBWBxqhb1L/VKX1C19W8eTEhNGXrGbbzdlBLocERG/UXAJMmUNdIvWrMGTl1elfZRNuLgqLJSibd/4rTapOywWg2t7lI3poikARKT+UHAJMvZmTbG3bAkeDwWLF1dpHy2iW5AUEo3LMFi1Ww1066uRpcFl3uZMsvJ1SVBE6gcFlyBUdtalqpeLDMOgb7Kvrcziwn1QpJ4n9VG7JlF0bRqD22vyvzWaAkBE6od6E1ymTp1K586dSU9PD3QpNS7ihHmLqjpOR98WlwKwOCwUdlV9/iOp28qnAFil3kUiUj/Um+AyYcIENmzYwLJlywJdSo2L6N0bQkJw7d+Pa/fuKu2jT3IfADaG2jm2Vd2i66thaSnYLAZr9+WwLaNqbaJEROoSW6ALkHNniYggvEcPCpcuZdcvbsMSEY5hWMBiAYuBYbEeXz5xvWEBqxXDMMBiYUqmlQLTyU7vt+TNGX/ygQzjZ49PUcwJ2xiGBWtsLLbERGyJCaX3idgSfMuWiAj/fhByVgmRoVzSPpG5mzL4aOV+fjukY6BLEhGpFgWXIBU9dAiFS5fiOXIEz5Gq7aPNCcsFe2r+cpERHn480CQknhRsyp6zxsVhWOrNycCAG3l+M+ZuyuDjVfuZfEUHLJZTJVARkeCg4BKkYm++GUfPnngLCsA0wevF9HrBa4LXg+k1wfQeX1+2jcdbvn7jkQ1MXzeNeLeXySEpENkEDAtYbL6bYQWLtfSxtfSxrXSbk9ebpgWP2477WB7uzEzcRzJ995lHMAsLMQsLce3eg2v3njO/OYsFw3bCV7PsrM6JZ4BOsa7Cz7FhgGFga9wYe4sWvlvL0vvUVGzJyQ0mHF3WqTFRYTYO5BSzeGcWF7RJCHRJIiJVpuASpAzDIKx9+2rto6trAIvNt3Bj4Zd7V9HcXTrCanUHWo1rBe26QXIPSEqD5G54jYjSMHOkNMz4Ak35cul6z9GjvoDldJ7zYU/VTNmZn49zx46T1ht2OyGpzbG3aIk9NbVCsLE1aVKvQk1YiJWruyXz3tK9fLRyv4KLiAQ1w6xn08fm5uYSExNDTk4O0dHRgS6nzhvz2W2szFzNhWHJdA6JIRorMViJNg2igWjTIMZrEu314PB4Mbwu8DjB6/bde5zgKV12FkD+oVMfKCoZktMgqZvvPrkbxDQ/qR2N6XLhPnYMyiaRLPt6nvA1Pb54wlfXPHnZdHtwHTyAc/duXLt349y1G+fu3Tj37QO3+7SfiREaij21OSFlZ2pSW2AJD6/Ep3kWhoGje3fszZpWf1/naNmuo9zw2iIi7FaWP3o5Dru11msQETmTyv5+64xLA9e/+SWszFzNwuKDLCw+eMZtQywhRNujiQmNIdoeR3RoNDH2mPL7uLA4Lk08n8bZ++HQWji4Bg6uhaxtkHfQd9vyxfEdOuJKg0w3SO4OSd0w4tsQ0rix395faOtWUDruTRnT7cZ18ODxILN7N849u3Ht2o1z/37MkhJKtm6jZOs2v9VRzmIheshgGt05FkeX8/y//9Po1SKO5o0c7D1axFcbDnFt99oPTyIi/qAzLg1csbuYT3Z8QkZhBjklOeQ6c0+6zy3JxW2e/gzFiRw2B3d1u4vRnUdjt9p9K0vy4fB6X4g5uAYOrYGMjb6zNj8XEgFNzgNH7PG2NtYQsISULtt8y9aQ0nY2ISc8bz2+bLWBLQzaXArRKZX+PEyXC9eBAzj37CkPNq69ezFd537p6uc8efkUr1tX/ji8d2/ix95JxMUX+3p61bAXvt7CK3O3cnH7RN66s3eNH09E5FxU9vdbwUXOyjRNitxFpw02Zfc/Zf3EhqwNADSPas6D6Q9ySfNLTr1Td4kvvBxcc/zszKH14C7yb/EhEXDJA9B3Atjs/t13FRRv3EjWm9PI/eyz8sthoe3a0uiOO4m++ios9pqrcdeRAgY8Pw+LAYsfvozG0WE1diwRkXOl4KLgUuu8ppdPd3zKCyte4EiRr4/2RU0v4sH0B2kZ07ISO/DAka2QsQFcheBx+c7KeN2lyy7fNmXLntLH5cs/2/bYbl8oAohvC0OfhbaX1dwHcA5cBw5w9K23yf7gA7yFhQDYEhOJG30bcTfdhLWGvrsj/7aQlXuy+d2VnRh/cesaOYaISFUouCi4BEyBq4DX177O2xvexu11Y7PYuK3TbdzV7S4i7ZG1V4hpwpr34evHoCDDt67TMBg8BWKb114dZ+DJzeXYzJkce+tt3JmZAFjCw4m98UYajb6NkJTKX+aqjHcW7+bRj9fTMSmKL+672K/7FhGpDgUXBZeA25Wzi2eXPcsP+38AIMGRwG96/oarW1+NxajF7sbFOTDvGVjyOpgesDng4vvhgnvAFlp7dZyB6XSS88mnHJ325vFGwTYb0UOHEn/nHYR16uSX42QXOun9x7k4PV4+u6c/nVP034iI1A0KLgoudcb3+77nz0v/zJ4838Bz3RK78UjvRzgvofZ61QBw+Cf47AHYXTqrdqPWvstH7S6v3TrOwDRNCn74gax/vUnhkiXl6yMu6EejO8cSceEF1W7I+6u3V/DFT4cY378Vv7uqc3VLFhHxCwUXBZc6xelx8s7Gd3h9zesUugsxMBjRbgT39LiHeEd87RVimrDuP/DVo8fHnOlwFQz5E8S1rL06KqFo/U8cffNNcr/4ArxeAEI7diT+zjuIHDAAS1RUlULMVz8d4q63V5AYFcqihy7FZq0/g+2JSPBScFFwqZMyCjN4acVL/G/H/wCIConi191/zU0dbyLEElJ7hRTnwvw/w5LXfA16bWFw0W/gwnshxFF7dVSCc99+jv7732R/+CFmaUNeAMPhwNY4kZDExtgaN8bWpInvvnEiIeXLjbGEVew95HR76fOnbzhW6GL6HekM6OC/cXNERKpKwUXBpU5bnbGaPy35ExuPbgSgTUwbHuz9IP1S+tVuIRmb4LPJsMvXDoe4ljDkGegwtHbrqARPdjbH3p/Jsfffx33oNCMUn4IlJoaQxonYEo+Hmy8Pufn8oJvouCjaJkYSFW4n2hFCtMNOtMNWeh9CTLid0BDfKLtG6fxPFeeJMsAAe8uW2OLiauBdi0hDoeCi4FLnebwePt72MS+vfJljJccAGJQ6iMnpk2kaWYsju5om/DQbvvwd5B3wrWs3GIY+42sHUwd5i4pwZ2TgzsjAlZGB+3BG+ePj6w5jlpTUSj2mxYo3rQfeiy+Fiy7BiIvHMMBiGOX3FsMXfk58bCkNQRbL8ceGAVbDKN3GwGLhpGVr6Xa1MXCfiNQOBRcFl6CRU5LDa2te471N7+ExPYRaQ7mo6UX0aNyDtMQ0Osd3Pj4Kb00qyYfvn4NFU33jwFhDfZeOLvoN2P0wV1EtM00Tb14e7sOHfUEmI9MXbA4fxp2ZQe6+gxQXFuPxeH03r4nH48XtNfF6vXjKZhUHMMHA9M3AXbrOd77FxOr10KQou/y4HgzWJ7Tmh5Ru/JjSlWNhNfffYYWQc0LA6dYshkeu7ESXpjE1dmwR8S8FFwWXoLPt2DaeWfoMSw4tqbA+xBLCefHn+YJM4zTSEtNIcNTgDMdHtvp6H+34zvc4JtU3cF2Iw9cWJsTh60Ztc0BImG9d+fqy5TDf87bQiuutwTM9mGma5Je4ycp3klVQwpF8p285v4SsAidH8kvKn4s6epgeO1fRc9dKWh7ZU74PLwZbGrdhSWoay5qnkeWIwes1MfHlH69p4jXN8mXTBE/pfXVZDLildyqTr+hAXETgR00WkTNTcFFwCUqmabLuyDpWHF7B6ozVrM5czdHioydt1zyqefkZme6Nu9Mmpg1Wix9nPDZN2DgHvngEcvf5b7/2KIiIh4hECE+AiNJbeIJv3c+fqyPjzJwL57795H31FblffkHxmrUVnnOcfz7Rg68g6oorCElOPu0+zBNCjNc08Xp9wcZjmpgnLFd4zut7TX6Jm7/P387/1vgu+8U4Qph8RXtu7dMCq0WXlkTqKgUXBZd6wTRN9ubtZXXm6vIgs+3YNnx/Zz8uMiSStMQ00hqn0T2xO90SuxERElH9ApwFsPYDyM/wzaPkKgZ36c1V5JtzqXx96WNX0QnbFIOnGu1MQqMhvDTMRCQcX3bE+p4Li4GwaAgtvQ+L8a0PcRxvRBtArgMHyP3qK/K+/IqiVasqPOdISyNq8GCirrgCezP/t2lavCOLP8z5iU2H8gDolBzNE9ecR+9Wjfx+LBGpPgUXBZd6K9eZy7rMdazOXM2qjFWsy1xHobuwwjYWw0Lb2LY0Dm+Mw+bAYXMQZg3z3dvCyteVP3fCup8/H2YNq97ZHK/3eJApOgYFmVBwxHdfeAQKsk5YLr0VHjn17NmVZbH9LNiULZcGm7KQ03qAbzbuWuA6fJi8L78i96svKVqxkhOvB4V17Ur04CuIvuYaQhr7r3u22+Pl3SV7+MtXm8kt9n2e16Sl8MiVnUiK0SSTInWJgouCS4Ph9rrZlr2N1Rm+ILMmcw378/f79RjhtnCiQ6OJtp9wCz15OSY0psK6KHtU1canMU0ozv5ZqMn0PS48AkXZUJLrm86gOBdKyu5zwfRW/jiGBXrdCQN/B+G1dybClZFB3tdfk/flVxQuX14+wJ61USNavP0WoW3a+PV4RwucPPflZt5ftgfThHC7lYmXtmXsRa0ItfnxEqOIVJmCi4JLg5ZRmMFPR34i15lLkbuIYncxRe6ik27FntL1rhOWy55zF590SaoqykJPjD2GJhFNaB7VvPzWLKoZzSKb+a/XlGmCM98XYopzSsNNaaApzj5hOQey98C2b0qLjIfLHocet4GldkfSdR85Qt4333D0nXdwbtuOLTGRFu++gz011e/HWr8/h8fn/MSK3b7u960SInjs6s4M7KhB+EQCTcFFwUWqyTTN8jCT58wjtySXXGfp7cTlnz8uXc535VfqOAYGSRFJFcLMieEmyh5Vc29y5w++HlSZvoEASTkfrnoemvasuWOehvvYMfaMHkPJ1q2EpKTQ4p23/T47Nvj+XGev2s+UzzeRmedrf3Rpx8Y8dnVnWib4oV2UiFSJgouCiwSY2+sm35lPjjOH3JJccpw5HMg/wL68fezN28vevL3sydtDkbvojPuJDY09KdBE2aOwGTasFitWw4rNYsNqWLFarBXW//zxz7dz2BwYXjcs/Qd8NwWceYAB54/2nYGJqMV5pAB3Zia7bxuNc9cu7C1a0OKdt7ElJtbIsfJL3Px17lbeXLgTl8fEbrUwrn8rJgxsS0Ro8HRbF6kvFFwUXCQImKZJVnFWhTBz4u1UXcH9yWaxER8WT6IjkQR7FIlHdpCQsYUEj4dESxiJPe8goccdxIc3JsRaO3NJuQ4eZPeoX+A6cIDQdm1JfeutGp1OYHtmPk/8bwPfb8kEICk6jIev7Mg1aSkamVekFim4KLhIPVDgKjgp1OzL20eRuwiP6cHtdeMxPXi8npMeu81TP+c9l8a7J4gLjSPe4Qs5ieGJJDgSSHAkkOhIpGtiV79O0+Dcu5fdo36BOyODsM6dSf33dKxRNXfJzDRNvtmYwVOfbGDPUV8Ptd6tGjG6XwtCrJYTpizwTTNgMQwMjk9RUD69AcenL4Dj0xzYLAZ2mwW71UJI6b39hHuNLyOi4KLgInIaXtOLx/Tg8rjIdeaSWZhJZlEmR4qOcKToiG+5IIMjWZvILDhElsXAfZYzDwYGF6RcwA3tb+CS5pdgs1T/UkvJjh3s/sVteI4exdGjB6n/fANLRM22QSl2eXjj+x1MnbeNYlfVAl5VWC0GIVajNMhYsVtLg47NQoj1+H1iZChdm8XQrVkMXZvGEBVWizOqi9QwBRcFF5Hqy8/E+/Xj5Kx7j0yrlSOOaDK7XMORpPM4UnyUzKJMDuYfZO2R4yPkNnY0ZkS7EVzX7jqSI08/Om5lFG/axO7RY/Dm5hLety/NX/s7lrCaH39lf3YRr3yzle2Z+ZiUTU0AlN7/fJoCk+PrMY9vb+Ib2dfjNXF6vDjd3vJ7f2idGEFas1i6No0hrXkMnZNjcNjVvVuCk4KLgouI/+xdCp9NhoNrfI+bdIErn4MWF/iezt3Lf7b+h4+3fVzeLsdiWOjftD83tL+Bi5peVOVB/IrWrGHPHXfiLSwk4pKLaf7Xv2LYg3vuIdM0cXtNX5Bxe3F5vJSUhhpXWcA5IeS4PL5t9xwtZN3+bNbszWF/9smNuq0Wg3aNI0lrFku35jF0axpLh6Qo7Lba7eIuUhUKLgouIv7l9cCK6TD3Sd+YMADdboLLn4SoJABcHhdz98xl1pZZLD20tPylSRFJjGw3kpFtR9Ikosk5H7pw2TL2jL8Ls7iYqCuuoOkLf8GwNeyeP0fyS1i3P4e1e3N8YWZfTnn37hPZrRY6JUfRrVks3ZrF0K1ZLG0bR6pdjdQ5Ci4KLiI1oyAL5j4BK98CTN/EkR2GQmgkhIT7bvZwdnqd/CdvM/89tp4cj+/sgNWwcEnjntzQ6mouaHoRFntkpedVyl+wkH13343pchFz7TUkT5mCUcuD5dVlpmlyKLeYtftyWLsvu/Q+h5wi10nbhtostEmMpH2TSNo1iaJd40jaN4mieaNwBRoJGAUXBReRmrV/BXw6GQ6sPONmJQZ8HR7OrOhIVp7QPqWpy811efmMyC8gwRIG9nA4y/QIebtg3zeACbGdIOkiTtNluXSdYZywfLr1Z1iOSoLmfaB5X2jWyze5ZRAxTZM9RwsrhJn1+3MocHpOuX2ozULbxpG0a+wLNO2bRNG+SSTN4hRopOYpuCi4iNQ8rxc2fwpHd4Kr0DebtqsQnIXgKii9Lypf3u4pZFaIizkOG3mlZ0tspsnAwiJuyM2jT3EJZzuHkrM7jAOL4gCDRh3yadw9t5YmwjagcSdo3tsXZFL7QFyrOjEL97nweE32HStky+F8thzOY+vhPLZm5LMtI5+S0zQaDgspO0MTRdvSszPtm0TSPC4ciwKN+ImCi4KLSJ1V5C7iq51f8MHmD1ibtb58fWxIJF1i2tA1ujVdYtrQJaY1jewn/Hdc+r+r7M/ncfC51wGI/8UIGt954wl7N0/Y1jxh1anWn2HZ9ELWNl/D5L2L4eiOk99IROPSINMHUvtCchrYQqv2oQSYx2uy92ihL8xk5LP1cB5bDuezPfP0gSY5JowpI7syoIPmepLqU3BRcBEJCpuPbmbWlll8suMTClwFJz3fNLIpXRO60iWhC10TutIpvhMOm4Oj777L4aeeBiBx0iQS7hpfs4XmZxwPMXuXwoFV4HFW3MYaCik9fGdjmpfeIhJqtq4a9vNA4ztLk8+2zPzybt239W3BI1d2UldsqRYFFwUXkaDi9DjZcmwL646sY/2R9aw7so6dOTtP2s5qWGkb25YuCV0YMD+bJv/+EoAmjzxCo9G31V7BrmI4uBr2LoE9S3yBpjDr5O3i2/omr0xsDwkdILEDNGoNtTSFQk0pdnl45vNNTP9xFwCtEyJ48abupDWPDWhdErwUXBRcRIJenjOPn7J+8gWZzHWsO7KOzKLMCtvc8L2HGxb6/je2ZuxFxF5/HR0bdaRZVDO/jOBbaabpu5y0Z/HxszKZm069rcXmCy8J7X1BpizQJLQDe3DNUP3D1kwmz1rD4dwSrBaDey5tx4SBbbBZ1eNLzo2Ci4KLSL10uOBw+RmZ9Vnr+SlzPSO+zGXYUhMv8NdrLCw8z4LNYqNFVAtaxbQqv7WObU2r6FaEh4TXTrGFR2HfMji8HjK3wJHNvvtTXBIrF5N6wtmZE87ShDeqnZqrILvQyaMfr+eTtQcB6N48lhdv6k6rhOAKYRJYCi4KLiINgtf0sjNnJxlPPk3sZ4vxWuCDS0PZmuDiaJTB0UgoCqVC758m4U1oHdPaF2bK7mNbEx8WX/MzQpsm5O6HzM2+W1mYObL51JeayoQn+MbLueoFsNW9kYNN02TOmgM8+vF68ordOEKsPHp1J27tnapZtqVSFFwUXEQaFNPr5eDDj5Dz3/+e9JzbbiU3JoTMCA8Z4W6ORsHRKINjkb77o1FwLBLCw6IrnKFpFNYIwzAwMMrvgePrfvbY92/F7Q0M2sa1pUV0i7O/iYKs0iCzGY5sOR5ucvcd36bHbXDNX+tsN+wD2UVMnrWGH7f7QtjADon8+fpuNI6q+TmmJLgpuCi4iDQ4ptvNkX/8g6LlK3BlHMadkYk3N7fSr88JpzTE+MLM1hSDBecZuGzVCwlWw8ov037J+K7jq9bupiQftnwBH433ddMe8gz0vbtaNdUkr9dk2o+7+PMXm3C6vcSFhzBlZDeGdEkKdGlShym4KLiICOAtLMSdkYErIwP34QzcGYd9jw9n4D7sW3ZnZGC6Th4aH6AgKoRVA5ux9qJkSsKsmKVjvZj4ZoI2y/4xzePPmce3KXIXsemor5Fut8RuTLloCqnRqVV7Mz++Cl/9DgwLjJoFbQdVbT+1ZPOhPO6buZqNB33h8YaezXhsWGeiwoK7R5XUDAUXBRcRqSTTNPEcO+YLMYcP48rIwLV/Pzn/nYP7oK/BqSUykrhbbqHR6NuwJSae0/4/3fEpf1z8R/JceThsDh5Mf5CR7Uaee9sP04T/ToTV70BoDIz7xteAtw4rcXt46ZutvDZ/O6YJzeIcvHBjd3q3qruNjSUwFFwUXESkmkynk5xPPyPrn//EuX07AIbdTszIEcTfeSf21MqfOTmYf5DfLfwdyw4tA2BA8wH8od8fiHfEn1tR7hL49zW+LteNWsO4uXW6x1GZpTuPMumD1ew7VoRhwC8vbsNvLm9HqE2D1omPgouCi4j4ien1kv/dd2T94w2K1qzxrbRYiB46lPjx4wjr2LFS+/GaXt766S1eWfUKLq+LRmGNeOrCp7i42cXnVlB+JrwxEHL2QqtL4BcfBsWAdnnFLp76ZAMfLPc1Nu6UHM1LN3WnQ1JUgCuTukDBRcFFRPzMNE2Kli/nyBtvUPD9D+XrI/r3J378OMLT0yt1+Wfz0c089MNDbMveBsAN7W9gcq/J5za+zKF18K/BvjFhet8FVz53zu8nUL5Yf4hHZq/jaIETu83CA1d04PYLWxKiQesatKAOLp988gn3338/Xq+XBx98kHHjxlX6tQouIlIbijduJOuf/yL38899s2QDjrQ04u8aT+TAgRiWM/8Il3hKeGXlK7y14S0AWkS3YMpFU+ia2LXyRWz8BGaO8i1f9QKkj63SewmEjLxiHvpwHd9uygCgVUIEDwzuwNAuSRr3pYEK2uDidrvp3Lkz3333HTExMfTs2ZMff/yR+PjKXQdWcBGR2uTcs4esadPI+fAjTKdv0kV7mzbEjxtHzNVXYYSc+RLO4oOL+d2C35FRmFG1btPfPw/fPuWbRuC22dDqHC87BZBpmnywfC/PfbmZI/m+zy6teSwPD+1I39bn2PZHgl7QBpcff/yR5557jtmzZwNw33330adPH2655ZZKvV7BRUQCwZ2ZydG33+HYjBl48/MBsCUnE3/H7cRefz2W8NNfBsopyeGPi//I57s+B86x27RpwofjYP1/wBEH47/1NdoNIvklbt74fgdv/LCDQqcHgEs7NubBIR3V/qUBqezvt98vKH7//fcMGzaMlJQUDMPg448/PmmbqVOn0rJlS8LCwujTpw9Lly4tf+7AgQM0bdq0/HHTpk3Zv3+/v8sUEfErW2IijSf9hrbffUvjyfdjTUzAffAgh/80hZ3XXY+3qOi0r40JjeHZS57lmf7PEBUSxdrMtVz/v+v5cMuHnPXvloYB177qm4G66BjMuBmKKz/oXl0QGWrjN5e3Z94DA7itbwtsFoNvN2Uw5OXvmTxrDQeyT//ZScPj9+BSUFBAWloaU6dOPeXzM2fOZNKkSTz++OOsXLmStLQ0Bg8eTEZGhr9LERGpddaoKOLHjaPtN9+Q9MQTWOPjce7cydF33jnra69qfRUfXvMh6UnpFLmL+MOiP3DPd/eQVXSGOYwAQhxw8wyISvZNGfDhWPB6/PSOak/jqDCeGt6FryddwpVdkzBN+M+KfQx8fh5TPt9ITuGpBwmUhsXvwWXo0KE8/fTTjBgx4pTPv/DCC4wfP5477riDzp0789prrxEeHs6bb74JQEpKSoUzLPv37yclJeW0xyspKSE3N7fCTUQk0CyhocTddCONH5gMQNYb/8STk3PW1yVHJvPPK/7J5F6TCbGEMG/vPEbOGcn3+74/8wujk33hxRYGW7+Cbx73w7sIjFYJEfxtVE9m//oCerdqRInby+vzd3Dxc9/xxvc7KHYFXygT/6nVvmdOp5MVK1YwaNDxYaotFguDBg1i0aJFAPTu3Zv169ezf/9+8vPz+fzzzxk8ePBp9zllyhRiYmLKb82bN6/x9yEiUlkxw4YR2q4t3txcsv71ZqVeYzEsjDlvDO9d9R5tY9tytPgoE+ZOYMqSKWe+dNT0fBj+N9/yj3+FVe/64R0ETo/UOGbe1Zc3b+9F+yaR5BS5+ONnG7nsL/P5cMU+PN461URTakmtBpcjR47g8Xho0qRJhfVNmjTh0KFDANhsNv7yl78wcOBAunfvzv3333/GHkUPP/wwOTk55be9e/fW6HsQETkXhtVK4n33AXD07bdxZ2ZW+rUdGnXg/avfZ3Tn0QDM2DSDD7d+eOYXdbkOLv6tb/mT+2DP4ipUXXcYhsGlHZvw+b0X8+z13UiOCWN/dhH3z1rDVa/8wLzNGWdvByT1Sp0c7eeaa65hy5YtbNu2jbvuuuuM24aGhhIdHV3hJiJSl0ReeimOtDTMoiKO/P21c3ptqDWUB9IfYHIv3yWn55Y9x768fWd+0YCHodMw8Dhh5i8ge09VS68zrBaDG3s157vJA3hwSEeiwmxsOpTH7dOWMeqfS1i37+yX4aR+qML86lWXkJCA1Wrl8OHDFdYfPnyYpCRNdy4i9ZNhGCT+5jfsuf12jn3wAY3uuB37OV7W/kWnX/Dtnm9ZmbGSRxc+ypuD38RinObvnhYLjHgdju6Cw+vgvVvhzi8gNLL6bybAwkKs3D2gDTenN+dv87bx7x938+P2LIa9uoAL2sQTGXr8Z+3EcewMjFOvP9U2BlgMA0vpvWGA1TB86yy+P09L+Ta+5y2GgdVyfNliQFJ0GKP6tMBi0YB6/lSrwcVut9OzZ0/mzp3L8OHDAfB6vcydO5eJEyfWZikiIrUqom8fIi68kIKFC8n8619p+uyz5/R6q8XK0xc9zXVzrmPF4RW8s+EdRp83+vQvsEfALe/55jQ6vA5m/xJufNsXauqBuAg7v7uqM2MuaMkLX21h9ur9/Lj9LL2vAiDaEcK13ZuefUOpNL8PQJefn8+2bb75N3r06MELL7zAwIEDadSoEampqcycOZMxY8bw+uuv07t3b1566SU++OADNm3adFLbl6rQAHQiUlcVrf+JXddfD4ZBq48/JqxD+3PexwebP+CpxU9ht9iZNWwWrWPPMtjcniXw76t9l40ufgAufbSK1ddtmw/lsXLPMcp+0UyO/7Sd+CtX4QfvhCdOXO/1+l7tNX3LXtP0LZsm5gnLvucof973nG9506FcFm7L4sK28bw7rm9NvOV6J2Aj586bN4+BAweetH7MmDFMnz4dgFdffZXnnnuOQ4cO0b17d1555RX69Onjl+MruIhIXbbv3vvI+/JLIi+9lOZ/O/V4V2dimiZ3z72bhfsXcl78ebxz5Ttnnx5g9Qz4+G7f8nX/gq7XV6FyORd7jxbS/9nvAPjhtwNp3ugcJtBsoIJ2yP/qUnARkbqsZMdOdgwbBh4PLWbMIPz8Hue8j8MFhxkxZwR5zjwmdJ/Ar9J+dfYXffWor4u0LQzu+Aya9qxC9XIuRv1zMQu3ZXHfoHbcN+jcz641NAEb8l9ERE4vtHUrYkYMByDzxRer1JW3SUQTHunzCACvr3mdjVkbz/6iQU9AuyvAXeybFmDv0rO/Rqrlhp6+Btizlu/DqzFn/KbeBJepU6fSuXNn0tPTA12KiMgZJU6YgGG3U7hsGQULFlZpH1e1uorLW1yO23TzyIJHcHqcZ36Bxeq7TNSkCxRkwLShsPi1ig1AxK8Gn5dEVKiN/dlFLN5R9xoOB6t6E1wmTJjAhg0bWLZsWaBLERE5o5DkZOJuvRWAjBdfwPR6z3kfhmHwaN9HaRTWiG3Z23h19atnf1FYtK9b9HkjwOuGLx6E/9wBJXnnfHw5O4fdyrDuvilrZq04y9g7Umn1JriIiAST+F/ehSUigpING8n78ssq7aNRWCMe7+ebk2j6+umszlh99heFRsH102DIM2CxwU+z4Y1LIaMSl5vknN3QsxkAn607SG6xJon0BwUXEZEAsMXF0eiOOwDIfOllTFfVftQuTb2Ua9pcg4nJIwseodBVePYXGQb0vRtu/6x0RuktvvCydlaVapDT6948lnaNIylxe/lkzcFAl1MvKLiIiARIo9tvxxoXh3P3brJnz67yfh7s/SBNwpuwN28vL6x4ofIvTO0Dv/wBWl0MrkL4aBx8OhncJVWuRSoyDIMbevnOunywXHPp+YOCi4hIgFgjI0j41S8BODL1b3iLi6u0n2h7NE9d+BQAMzfP5McDP1b+xZGJcNvH0N83FxLL3vA13M3Wj6y/jOjRDKvFYPXebLZlqD1RdSm4iIgEUOzNN2NLTsZ9+DDHZrxX5f30S+nHTR1uAuCxhY+R68yt/IstVrjs93DrBxAWC/tXwOsXw7a5Va5HjkuMCmVgh8aAr2u0VI+Ci4hIAFlCQ0ksnast6/XX8eRV/W/kk3pOIjUqlcOFh/nz0j+f+w7aD4ZfzofkNCg6Cu9cB/OegSr0epKKyi4XfbhyPy6PPs/qUHAREQmwmGuvwd66NZ6cHI5Om1bl/YSHhPPHi/6IxbAwZ/scvt3z7bnvJK4l3PkV9LwdMGHeFHj3eijQOCTVcWnHxiRE2jmSX8L8zZmBLieo1ZvgogHoRCRYGTYbiffeC0DW9H/jzqp6SOjeuDtjzhsDwBOLnuBo8dFz30lIGAx7GYb/3TdFwPa58I9LYN+KKtfV0IVYLQwvnSVajXSrp94EFw1AJyLBLOqKywnr0gWzsJAjr71erX1N7D6RtrFtOVp8lKcWPVWlaQUA6H4rjJsLjVpDzl54czAsfUOj7VbRDb18UwB8uymDI/nquVVV9Sa4iIgEM8MwaDzpNwBkv/8+rv37q7wvu9XOny76EzbDxjd7vuHTnZ9WvbCkLnDXPOh4NXhd8Nlk+OgucBZUfZ8NVIekKNKaxeD2mny8qup/vg2dgouISB0RccEFhPfti+lykfnq1Grtq1N8J36Z5utq/aclf+JwweGq7ywsBm56B654GgwrrPsA3rgMDq4BV1G16mxoru91fOLFKp8Ja+AMs559cpWdFltEpC4qWruWXTfeBBYLref8l9C2bau8L7fXzW2f3cb6rPVcmHIhfx/0dwzDqF6Buxb65jfKPyEI2RwQ3ggcjSA8DhxxpcuNTn3viANHrK8bdgOTU+Si9x+/ocTtZc7EC+nWLDbQJdUZlf39VnAREalj9v3f/5H39TdEXT6IZn/9a7X2tSN7Bzf87wacXie/7/t7buxwY/ULzDsMcyb6xnkxPVXcieE7kxPeyDd/kmH1BRmLrXTZcnydUbr+pHU/W45rBX1+CbbQ6r/HGnTPe6uYs+YAv+ibytPDuwa6nDpDwUXBRUSCVMm2bey45lrwemn5wUwc3bpVa39v/fQWzy1/DofNwYfXfEjzqOb+KdQ0oSQXCo9C0THf2C+FZfdHK94XHTu+Xck5DI53rlIvgJvf9QWiOmrB1iP84l9LiA6zsfR3gwgLaXhnnk5FwUXBRUSC2IGHHibn448J79uXFtOrPrYLgNf0MvbLsSw/vJzzG5/Pm4PfxBrIyzQe1wlB5qivoa/XA1637wyO1wOmt/S+dH35svf4NuXbe8FdDEv/4QtFjVrDrbMgoeqX2WqS12vS/9nv2J9dxMs3d+fa0m7SDZ2Ci4KLiAQx57797Bg6FNPlIvXNfxFxwQXV2t++vH1cN+c6Ct2F3Hv+vdzZ5U4sRj3rn5GxEd69EXL2+KYuuOkdaNU/0FWd0gtfb+GVuVvp3y6Bt8f2CXQ5dUJlf7/r2bdWRKR+sDdrSuzNNwOQ8eJL1e6B0iyqGQ+kPwDAyytfZsDMAUyaN4n3N73Pjuwd9aOHS+NOMH4uNEuH4mx4ewSsejfQVZ3SDT19UwAs2HaE/dnqmXUudMZFRKSOcmdlse3yKzALC2n6ystEX3FFtfZnmibPLnuWD7d+SJG74o9lgiOB9CbppCen0zupN6lRqdXvgRQoriL4+G74abbvcf/7YeCjvsa9dcjN/1jE4h1HmXR5e+65rF2gywm4BnepaOrUqUydOhWPx8OWLVsUXESkXsh85RWO/O3v2Fu3pvWc/2LYbNXep8vjYn3WepYeXMqyQ8tYnbmaEk/FkVwbhzemd1Jveif1Jj0pnWZRzap93Frl9cK8P8H3z/kedx4OI16DEEdAyzrRRyv3MemDNaQ2Cmfe5AFYLEEaFP2kwQWXMjrjIiL1iScvj+2DLseTk0PyH/9I7HUj/X6MEk8JazPXsuzQMpYeWsrazLW4vK4K26REpJCelE7vZF+YSYpI8nsdNWL1DJhzj2/U36a94Jb3ILJxoKsCoMjpIf2P35Bf4ua98X3p1yY+0CUFlIKLgouI1BNZ/3qTjOeew5aYSNOXXyL8/PNr9HhF7iLWZK4pPyOz/sh63Ka7wjbNo5rTOb4zkSGRhIeEE24LJyIkgoiQCMJDwomwld6f8DgiJAKHzVH7PZp2LYCZv/D1ZIpJhVtnQpPOtVvDaTz80VreW7qXkec35YUbuwe6nIBScFFwEZF6wltczM5rh+PcvRsMg7hbbyXxN7/BGhlRK8cvdBWyKmMVSw/5gsxPWT/hNb1V3p/D5igPOmWhJ8Qagt1iJ9QaWmHZbrUfv1lOvRxqDcVusZMUkUTr2NanPmjWdnj3Bji6HUKj4YZp0HZQld+Dv6zYfYzr/v4jYSEWlv1uEFFhIYEuKWAUXBRcRKQe8WRnc/jPz5Iz29fg1JaSTPITTxDZv/a7++Y781mZsZLdubspdBVS4C7w3bsKTn7sPr7eU+VRdiuvT3If7up6F+lJ6Sc3Li486jvzsnuhb7TdK5+F9HE1XtOZmKbJZS/MZ0dmAc+M7MrNvVMDWk8gKbgouIhIPZS/YCGHHn+8fPbomGuvofFDD2GLiwtwZWdmmiZOr5MCV0F5kCkLNUXuIpwe5/Gb10mJpwSXx0WJpwSnt+JzJ25b4inB5XVR7ClmR/aO8nCUlpjGXd3uon/T/hUDjNsJ/7sX1szwPe47Aa54KqDzJr02fzvPfL6Jni3i+PDu6o3XE8wUXBRcRKSe8hYUkPnKKxx9620wTayNGpH06O+IGjo0eLsw+8H+/P1MWz+N2Vtn4/Q6AejYqCPjuo5jUOqg421rTBN++At8+5TvcfuhcN0/ITQyIHVn5BbT75lv8XhNvpl0CW0bB6aOQFNwUXARkXquaPVqDjz6KM5t2wGIvPRSkh5/jJAmTQJcWWBlFmby1oa3mLl5Zvl4NS2jWzKu6ziubH0lIZbSdiTrP4LZvwJPCSR1hVtmQkxght8fO30Zczdl8KtL2vDQ0I4BqSHQFFwUXESkAfA6nWS9/g+O/OMf4HJhiYyk8QMPEHvD9Rh1bMC12pZdnM27m97l3Y3vkufMA6BpZFPuOO8OhrcbTqg1FPYug/dvgYJMiEqGW96HlO61XusX6w/yq3dWkhgVyqKHLsVmbXh/dgouCi4i0oCUbN3KgUcfpXjNWgDC09NJfupJ7C1bBrawOiDfmc8HWz7g3z/9m6PFRwFIdCQy5rwx3ND+BsLzM2HGjZC5CULC4eqXfGdgbKG+AetsYcdvNRQGnW4vfafM5WiBkzdv78WlHRveWTMFFwUXEWlgTI+HY++8Q8ZLL2MWFWGEhpL4fxNpdPvtfhlxN9gVu4v5aOtHTPtpGocKDgEQExrDqE6juLXV1cT89x7Y/u2Zd2K1VwwyIWG+gGNznBB0Sh+HOCA0CsJifF2ww6J996FRx5fLnrPZefJ/G3hz4U6GnJfEa7f1rIVPpG5RcFFwEZEGyrlvH4cee4yCHxcBENa5M8l/fJqwTp0CXFnd4PK4+GTHJ/xr/b/YnbsbgIiQCG5qfwO3ZR4iYdMX4CoEdwm4i8DrPsse/cAWhjskit0FNvIJp3OrZoSEl4aamKbQ8w6ITq75OgKowQUXzVUkInKcaZrkzP6Yw888gzc3F6xW4seNI+HXd2MJDQ10eXWCx+vh691f88a6N9hybAsAodZQBrUYRIQtoryHlmGCYXowTC+G14NhesDrwfB6MUw3hrfssfuE5zxYvW4cXg9hbhdhHidhrhIcrmIcziLCnIWEOQtwOAsIM03CvKbv3jQ55cUoWxj0Hg8X/gYi6ufUAA0uuJTRGRcRkePcmZkcevqP5H35JQD2Vq1I+PWvsUSEn+YVp+lOfbpe1n7qfm1YrWBYMKwWsFgxLAZYrb4GxpbSdVbfsmGxgNUKhuF7Xdn2NhuW0FCMslslazNNk/n75vPG2jdYe2StX95PdVi8VkKwEme3E2ZYSCwp5vaMffQvKsawR8EFE6Hvr32Xm+oRBRcFFxGRcrlff82hJ5/Ek3kk0KXUGsNuLw8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      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "weak_greedy_errors = compute_proj_errors_orth_basis(weak_greedy_basis, V, fom.h1_0_semi_product)\n",
    "\n",
    "plt.figure()\n",
    "plt.semilogy(trivial_errors, label='trivial')\n",
    "plt.semilogy(greedy_errors, label='greedy')\n",
    "plt.semilogy(pod_errors, label='POD')\n",
    "plt.semilogy(weak_greedy_errors, label='weak greedy')\n",
    "plt.ylim(1e-1, 1e1)\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "97506efb",
   "metadata": {},
   "source": [
    "We see that for smaller basis sizes the weak-greedy basis is slightly worse than the POD and\n",
    "strong-greedy bases. This can be explained by the fact that the surrogate {math}`\\mathcal{E}(\\mu)`\n",
    "can over-estimate the actual best-approximation error by a certain (fixed) factor, possibly\n",
    "resulting in the selection of sub-optimal snapshots. For larger basis sizes, this is mitigated\n",
    "by the very large training set from which we were able to choose: the 25 snapshots in `training_set` used\n",
    "for the POD and strong-greedy bases can approximate the entire manifold of solutions only to\n",
    "a certain degree, whereas the weak-greedy algorithm could select the snapshots from 1000 possible\n",
    "{{ parameter_values }}.\n",
    "\n",
    "\n",
    "Download the code:\n",
    "{download}`tutorial_basis_generation.md`\n",
    "{nb-download}`tutorial_basis_generation.ipynb`"
   ]
  }
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\n",
          "text/plain": "<Figure size 640x480 with 2 Axes>"
         },
         "metadata": {},
         "output_type": "display_data"
        },
        {
         "data": {
          "image/png": 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\n",
          "text/plain": "<Figure size 640x480 with 2 Axes>"
         },
         "metadata": {},
         "output_type": "display_data"
        },
        {
         "data": {
          "image/png": 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\n",
          "text/plain": "<Figure size 640x480 with 2 Axes>"
         },
         "metadata": {},
         "output_type": "display_data"
        },
        {
         "data": {
          "image/png": 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\n",
          "text/plain": "<Figure size 640x480 with 2 Axes>"
         },
         "metadata": {},
         "output_type": "display_data"
        },
        {
         "data": {
          "image/png": 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       "value": "<p style=\"line-height:120%\">00:42 <bold>weak_greedy</bold>: Started greedy search on training set of size 1000.</p><p style=\"line-height:120%\">00:42 <bold>weak_greedy</bold>: Estimating errors ...</p><p style=\"line-height:120%\">00:42 |   <bold>RBSurrogate</bold>: Reducing ...</p><p style=\"line-height:120%\">00:42 |   |   <bold>CoerciveRBReductor</bold>: Operator projection ...</p><p style=\"line-height:120%\">00:42 |   |   <bold>CoerciveRBReductor</bold>: Assembling error estimator ...</p><p style=\"line-height:120%\">00:42 |   |   |   <bold>ResidualReductor</bold>: Estimating residual range ...</p><p style=\"line-height:120%\">00:42 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Estimating image for basis vector -1 ...</p><p style=\"line-height:120%\">00:42 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Orthonormalizing ...</p><p style=\"line-height:120%\">00:42 |   |   |   <bold>ResidualReductor</bold>: Projecting residual operator ...</p><p style=\"line-height:120%\">00:42 |   |   <bold>CoerciveRBReductor</bold>: Building ROM ...</p><p style=\"line-height:120%\">00:42 <bold>weak_greedy</bold>: Maximum error after 0 extensions: 1679.2196241329823 (mu = {diffusion: [0.42528566261915013, 0.037667333289867495, 0.1279540145422953, 0.7655701958408092, 0.0001116335918906045, 0.41662417189944395, 0.5225579300674799, 0.054728956558972204, 0.9730808551560356]})</p><p style=\"line-height:120%\">00:42 <bold>weak_greedy</bold>: Extending surrogate for mu = {diffusion: [0.42528566261915013, 0.037667333289867495, 0.1279540145422953, 0.7655701958408092, 0.0001116335918906045, 0.41662417189944395, 0.5225579300674799, 0.054728956558972204, 0.9730808551560356]} ...</p><p style=\"line-height:120%\">00:42 |   <bold>RBSurrogate</bold>: Computing solution snapshot for mu = {diffusion: [0.42528566261915013, 0.037667333289867495, 0.1279540145422953, 0.7655701958408092, 0.0001116335918906045, 0.41662417189944395, 0.5225579300674799, 0.054728956558972204, 0.9730808551560356]} ...</p><p style=\"line-height:120%\">00:42 |   |   <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.42528566261915013, 0.037667333289867495, 0.1279540145422953, 0.7655701958408092, 0.0001116335918906045, 0.41662417189944395, 0.5225579300674799, 0.054728956558972204, 0.9730808551560356], input: } ...</p><p style=\"line-height:120%\">00:43 |   <bold>RBSurrogate</bold>: Extending basis with solution snapshot ...</p><p style=\"line-height:120%\">00:43 |   <bold>RBSurrogate</bold>: Reducing ...</p><p style=\"line-height:120%\">00:43 |   |   <bold>CoerciveRBReductor</bold>: Operator projection ...</p><p style=\"line-height:120%\">00:43 |   |   <bold>CoerciveRBReductor</bold>: Assembling error estimator ...</p><p style=\"line-height:120%\">00:43 |   |   |   <bold>ResidualReductor</bold>: Estimating residual range ...</p><p style=\"line-height:120%\">00:43 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Estimating image for basis vector 0 ...</p><p style=\"line-height:120%\">00:43 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Orthonormalizing ...</p><p style=\"line-height:120%\">00:43 |   |   |   |   |   <bold>gram_schmidt</bold>: Removing vector 1 of norm 4.176384069555026e-21</p><p style=\"line-height:120%\">00:43 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 2 again</p><p style=\"line-height:120%\">00:43 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 5 again</p><p style=\"line-height:120%\">00:43 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 7 again</p><p style=\"line-height:120%\">00:43 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 8 again</p><p style=\"line-height:120%\">00:43 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 9 again</p><p style=\"line-height:120%\">00:43 |   |   |   |   |   <bold>gram_schmidt</bold>: Removing linearly dependent vector 10</p><p style=\"line-height:120%\">00:43 |   |   |   <bold>ResidualReductor</bold>: Projecting residual operator ...</p><p style=\"line-height:120%\">00:43 |   |   <bold>CoerciveRBReductor</bold>: Building ROM ...</p><p style=\"line-height:120%\">      </p><p style=\"line-height:120%\">00:43 <bold>weak_greedy</bold>: Estimating errors ...</p><p style=\"line-height:120%\">00:43 <bold>weak_greedy</bold>: Maximum error after 1 extensions: 1424.8951837712295 (mu = {diffusion: [0.779842901921667, 0.1183068004288595, 0.00013071577349787764, 0.7121658321760169, 0.356660516368607, 0.25455588348509844, 0.012996180042546487, 0.5403453768208235, 0.8511656203524391]})</p><p style=\"line-height:120%\">00:43 <bold>weak_greedy</bold>: Extending surrogate for mu = {diffusion: [0.779842901921667, 0.1183068004288595, 0.00013071577349787764, 0.7121658321760169, 0.356660516368607, 0.25455588348509844, 0.012996180042546487, 0.5403453768208235, 0.8511656203524391]} ...</p><p style=\"line-height:120%\">00:43 |   <bold>RBSurrogate</bold>: Computing solution snapshot for mu = {diffusion: [0.779842901921667, 0.1183068004288595, 0.00013071577349787764, 0.7121658321760169, 0.356660516368607, 0.25455588348509844, 0.012996180042546487, 0.5403453768208235, 0.8511656203524391]} ...</p><p style=\"line-height:120%\">00:43 |   |   <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.779842901921667, 0.1183068004288595, 0.00013071577349787764, 0.7121658321760169, 0.356660516368607, 0.25455588348509844, 0.012996180042546487, 0.5403453768208235, 0.8511656203524391], input: } ...</p><p style=\"line-height:120%\">00:43 |   <bold>RBSurrogate</bold>: Extending basis with solution snapshot ...</p><p style=\"line-height:120%\">00:43 |   <bold>RBSurrogate</bold>: Reducing ...</p><p style=\"line-height:120%\">00:43 |   |   <bold>CoerciveRBReductor</bold>: Operator projection ...</p><p style=\"line-height:120%\">00:44 |   |   <bold>CoerciveRBReductor</bold>: Assembling error estimator ...</p><p style=\"line-height:120%\">00:44 |   |   |   <bold>ResidualReductor</bold>: Estimating residual range ...</p><p style=\"line-height:120%\">00:44 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Estimating image for basis vector 1 ...</p><p style=\"line-height:120%\">00:44 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Orthonormalizing ...</p><p style=\"line-height:120%\">00:44 |   |   |   |   |   <bold>gram_schmidt</bold>: Removing vector 9 of norm 5.282889070834107e-24</p><p style=\"line-height:120%\">00:44 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 10 again</p><p style=\"line-height:120%\">00:44 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 11 again</p><p style=\"line-height:120%\">00:44 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 12 again</p><p style=\"line-height:120%\">00:44 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 13 again</p><p style=\"line-height:120%\">00:44 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 14 again</p><p style=\"line-height:120%\">00:44 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 15 again</p><p style=\"line-height:120%\">00:44 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 16 again</p><p style=\"line-height:120%\">00:44 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 17 again</p><p style=\"line-height:120%\">00:44 |   |   |   |   |   <bold>gram_schmidt</bold>: Removing linearly dependent vector 18</p><p style=\"line-height:120%\">00:44 |   |   |   <bold>ResidualReductor</bold>: Projecting residual operator ...</p><p style=\"line-height:120%\">00:44 |   |   <bold>CoerciveRBReductor</bold>: Building ROM ...</p><p style=\"line-height:120%\">      </p><p style=\"line-height:120%\">00:44 <bold>weak_greedy</bold>: Estimating errors ...</p><p style=\"line-height:120%\">00:44 <bold>weak_greedy</bold>: Maximum error after 2 extensions: 1208.6520537551257 (mu = {diffusion: [0.4293798334276248, 0.4079441383576739, 0.11403387491759907, 0.676174174422597, 0.7021269786606531, 0.7209211297301925, 0.7284980984640361, 0.00015282164960357146, 0.9539254117663375]})</p><p style=\"line-height:120%\">00:44 <bold>weak_greedy</bold>: Extending surrogate for mu = {diffusion: [0.4293798334276248, 0.4079441383576739, 0.11403387491759907, 0.676174174422597, 0.7021269786606531, 0.7209211297301925, 0.7284980984640361, 0.00015282164960357146, 0.9539254117663375]} ...</p><p style=\"line-height:120%\">00:44 |   <bold>RBSurrogate</bold>: Computing solution snapshot for mu = {diffusion: [0.4293798334276248, 0.4079441383576739, 0.11403387491759907, 0.676174174422597, 0.7021269786606531, 0.7209211297301925, 0.7284980984640361, 0.00015282164960357146, 0.9539254117663375]} ...</p><p style=\"line-height:120%\">00:44 |   |   <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.4293798334276248, 0.4079441383576739, 0.11403387491759907, 0.676174174422597, 0.7021269786606531, 0.7209211297301925, 0.7284980984640361, 0.00015282164960357146, 0.9539254117663375], input: } ...</p><p style=\"line-height:120%\">00:45 |   <bold>RBSurrogate</bold>: Extending basis with solution snapshot ...</p><p style=\"line-height:120%\">00:45 |   <bold>RBSurrogate</bold>: Reducing ...</p><p style=\"line-height:120%\">00:45 |   |   <bold>CoerciveRBReductor</bold>: Operator projection ...</p><p style=\"line-height:120%\">00:45 |   |   <bold>CoerciveRBReductor</bold>: Assembling error estimator ...</p><p style=\"line-height:120%\">00:45 |   |   |   <bold>ResidualReductor</bold>: Estimating residual range ...</p><p style=\"line-height:120%\">00:45 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Estimating image for basis vector 2 ...</p><p style=\"line-height:120%\">00:45 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Orthonormalizing ...</p><p style=\"line-height:120%\">00:45 |   |   |   |   |   <bold>gram_schmidt</bold>: Removing vector 17 of norm 1.85705593607105e-20</p><p style=\"line-height:120%\">00:45 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 18 again</p><p style=\"line-height:120%\">00:45 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 19 again</p><p style=\"line-height:120%\">00:45 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 20 again</p><p style=\"line-height:120%\">00:45 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 21 again</p><p style=\"line-height:120%\">00:45 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 22 again</p><p style=\"line-height:120%\">00:45 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 23 again</p><p style=\"line-height:120%\">00:45 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 24 again</p><p style=\"line-height:120%\">00:45 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 25 again</p><p style=\"line-height:120%\">00:45 |   |   |   |   |   <bold>gram_schmidt</bold>: Removing linearly dependent vector 26</p><p style=\"line-height:120%\">00:45 |   |   |   <bold>ResidualReductor</bold>: Projecting residual operator ...</p><p style=\"line-height:120%\">00:45 |   |   <bold>CoerciveRBReductor</bold>: Building ROM ...</p><p style=\"line-height:120%\">      </p><p style=\"line-height:120%\">00:45 <bold>weak_greedy</bold>: Estimating errors ...</p><p style=\"line-height:120%\">00:46 <bold>weak_greedy</bold>: Maximum error after 3 extensions: 783.5372141152317 (mu = {diffusion: [0.05442660161942154, 0.7486703696027873, 0.31765503658159056, 0.00023467953518487152, 0.5111780263233061, 0.04694722333675037, 0.2762419408651174, 0.7070057898069706, 0.06278335265970368]})</p><p style=\"line-height:120%\">00:46 <bold>weak_greedy</bold>: Extending surrogate for mu = {diffusion: [0.05442660161942154, 0.7486703696027873, 0.31765503658159056, 0.00023467953518487152, 0.5111780263233061, 0.04694722333675037, 0.2762419408651174, 0.7070057898069706, 0.06278335265970368]} ...</p><p style=\"line-height:120%\">00:46 |   <bold>RBSurrogate</bold>: Computing solution snapshot for mu = {diffusion: [0.05442660161942154, 0.7486703696027873, 0.31765503658159056, 0.00023467953518487152, 0.5111780263233061, 0.04694722333675037, 0.2762419408651174, 0.7070057898069706, 0.06278335265970368]} ...</p><p style=\"line-height:120%\">00:46 |   |   <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.05442660161942154, 0.7486703696027873, 0.31765503658159056, 0.00023467953518487152, 0.5111780263233061, 0.04694722333675037, 0.2762419408651174, 0.7070057898069706, 0.06278335265970368], input: } ...</p><p style=\"line-height:120%\">00:46 |   <bold>RBSurrogate</bold>: Extending basis with solution snapshot ...</p><p style=\"line-height:120%\">00:46 |   <bold>RBSurrogate</bold>: Reducing ...</p><p style=\"line-height:120%\">00:46 |   |   <bold>CoerciveRBReductor</bold>: Operator projection ...</p><p style=\"line-height:120%\">00:46 |   |   <bold>CoerciveRBReductor</bold>: Assembling error estimator ...</p><p style=\"line-height:120%\">00:46 |   |   |   <bold>ResidualReductor</bold>: Estimating residual range ...</p><p style=\"line-height:120%\">00:46 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Estimating image for basis vector 3 ...</p><p style=\"line-height:120%\">00:46 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Orthonormalizing ...</p><p style=\"line-height:120%\">00:46 |   |   |   |   |   <bold>gram_schmidt</bold>: Removing vector 25 of norm 1.0026605552259645e-23</p><p style=\"line-height:120%\">00:46 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 26 again</p><p style=\"line-height:120%\">00:46 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 27 again</p><p style=\"line-height:120%\">00:46 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 28 again</p><p style=\"line-height:120%\">00:46 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 29 again</p><p style=\"line-height:120%\">00:46 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 30 again</p><p style=\"line-height:120%\">00:46 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 31 again</p><p style=\"line-height:120%\">00:46 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 32 again</p><p style=\"line-height:120%\">00:46 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 33 again</p><p style=\"line-height:120%\">00:46 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 34 again</p><p style=\"line-height:120%\">00:46 |   |   |   <bold>ResidualReductor</bold>: Projecting residual operator ...</p><p style=\"line-height:120%\">00:46 |   |   <bold>CoerciveRBReductor</bold>: Building ROM ...</p><p style=\"line-height:120%\">      </p><p style=\"line-height:120%\">00:46 <bold>weak_greedy</bold>: Estimating errors ...</p><p style=\"line-height:120%\">00:47 <bold>weak_greedy</bold>: Maximum error after 4 extensions: 557.602604818754 (mu = {diffusion: [0.00032701551443371194, 0.9150100375937524, 0.8438950232898059, 0.7423180022637984, 0.16789781418646402, 0.12045153985236506, 0.06769798899743591, 0.7240567858540439, 0.9288150798918166]})</p><p style=\"line-height:120%\">00:47 <bold>weak_greedy</bold>: Extending surrogate for mu = {diffusion: [0.00032701551443371194, 0.9150100375937524, 0.8438950232898059, 0.7423180022637984, 0.16789781418646402, 0.12045153985236506, 0.06769798899743591, 0.7240567858540439, 0.9288150798918166]} ...</p><p style=\"line-height:120%\">00:47 |   <bold>RBSurrogate</bold>: Computing solution snapshot for mu = {diffusion: [0.00032701551443371194, 0.9150100375937524, 0.8438950232898059, 0.7423180022637984, 0.16789781418646402, 0.12045153985236506, 0.06769798899743591, 0.7240567858540439, 0.9288150798918166]} ...</p><p style=\"line-height:120%\">00:47 |   |   <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.00032701551443371194, 0.9150100375937524, 0.8438950232898059, 0.7423180022637984, 0.16789781418646402, 0.12045153985236506, 0.06769798899743591, 0.7240567858540439, 0.9288150798918166], input: } ...</p><p style=\"line-height:120%\">00:47 |   <bold>RBSurrogate</bold>: Extending basis with solution snapshot ...</p><p style=\"line-height:120%\">00:47 |   <bold>RBSurrogate</bold>: Reducing ...</p><p style=\"line-height:120%\">00:47 |   |   <bold>CoerciveRBReductor</bold>: Operator projection ...</p><p style=\"line-height:120%\">00:47 |   |   <bold>CoerciveRBReductor</bold>: Assembling error estimator ...</p><p style=\"line-height:120%\">00:47 |   |   |   <bold>ResidualReductor</bold>: Estimating residual range ...</p><p style=\"line-height:120%\">00:47 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Estimating image for basis vector 4 ...</p><p style=\"line-height:120%\">00:47 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Orthonormalizing ...</p><p style=\"line-height:120%\">00:47 |   |   |   |   |   <bold>gram_schmidt</bold>: Removing vector 34 of norm 4.07079518056062e-20</p><p style=\"line-height:120%\">00:47 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 35 again</p><p style=\"line-height:120%\">00:47 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 36 again</p><p style=\"line-height:120%\">00:47 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 37 again</p><p style=\"line-height:120%\">00:47 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 38 again</p><p style=\"line-height:120%\">00:47 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 39 again</p><p style=\"line-height:120%\">00:47 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 40 again</p><p style=\"line-height:120%\">00:47 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 41 again</p><p style=\"line-height:120%\">00:47 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 42 again</p><p style=\"line-height:120%\">00:47 |   |   |   |   |   <bold>gram_schmidt</bold>: Removing linearly dependent vector 43</p><p style=\"line-height:120%\">00:47 |   |   |   <bold>ResidualReductor</bold>: Projecting residual operator ...</p><p style=\"line-height:120%\">00:47 |   |   <bold>CoerciveRBReductor</bold>: Building ROM ...</p><p style=\"line-height:120%\">      </p><p style=\"line-height:120%\">00:47 <bold>weak_greedy</bold>: Estimating errors ...</p><p style=\"line-height:120%\">00:48 <bold>weak_greedy</bold>: Maximum error after 5 extensions: 531.5997929279496 (mu = {diffusion: [0.8312626805094335, 0.7667916795027019, 0.35070762718800114, 0.37687294671143506, 0.5336010781102241, 0.00034098058466603586, 0.24132021160442405, 0.2083109854273536, 0.25055789845508847]})</p><p style=\"line-height:120%\">00:48 <bold>weak_greedy</bold>: Extending surrogate for mu = {diffusion: [0.8312626805094335, 0.7667916795027019, 0.35070762718800114, 0.37687294671143506, 0.5336010781102241, 0.00034098058466603586, 0.24132021160442405, 0.2083109854273536, 0.25055789845508847]} ...</p><p style=\"line-height:120%\">00:48 |   <bold>RBSurrogate</bold>: Computing solution snapshot for mu = {diffusion: [0.8312626805094335, 0.7667916795027019, 0.35070762718800114, 0.37687294671143506, 0.5336010781102241, 0.00034098058466603586, 0.24132021160442405, 0.2083109854273536, 0.25055789845508847]} ...</p><p style=\"line-height:120%\">00:48 |   |   <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.8312626805094335, 0.7667916795027019, 0.35070762718800114, 0.37687294671143506, 0.5336010781102241, 0.00034098058466603586, 0.24132021160442405, 0.2083109854273536, 0.25055789845508847], input: } ...</p><p style=\"line-height:120%\">00:48 |   <bold>RBSurrogate</bold>: Extending basis with solution snapshot ...</p><p style=\"line-height:120%\">00:48 |   <bold>RBSurrogate</bold>: Reducing ...</p><p style=\"line-height:120%\">00:48 |   |   <bold>CoerciveRBReductor</bold>: Operator projection ...</p><p style=\"line-height:120%\">00:48 |   |   <bold>CoerciveRBReductor</bold>: Assembling error estimator ...</p><p style=\"line-height:120%\">00:48 |   |   |   <bold>ResidualReductor</bold>: Estimating residual range ...</p><p style=\"line-height:120%\">00:48 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Estimating image for basis vector 5 ...</p><p style=\"line-height:120%\">00:48 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Orthonormalizing ...</p><p style=\"line-height:120%\">00:48 |   |   |   |   |   <bold>gram_schmidt</bold>: Removing vector 42 of norm 1.0624340002778586e-22</p><p style=\"line-height:120%\">00:48 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 43 again</p><p style=\"line-height:120%\">00:48 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 44 again</p><p style=\"line-height:120%\">00:48 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 45 again</p><p style=\"line-height:120%\">00:49 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 46 again</p><p style=\"line-height:120%\">00:49 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 47 again</p><p style=\"line-height:120%\">00:49 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 48 again</p><p style=\"line-height:120%\">00:49 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 49 again</p><p style=\"line-height:120%\">00:49 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 50 again</p><p style=\"line-height:120%\">00:49 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 51 again</p><p style=\"line-height:120%\">00:49 |   |   |   <bold>ResidualReductor</bold>: Projecting residual operator ...</p><p style=\"line-height:120%\">00:49 |   |   <bold>CoerciveRBReductor</bold>: Building ROM ...</p><p style=\"line-height:120%\">      </p><p style=\"line-height:120%\">00:49 <bold>weak_greedy</bold>: Estimating errors ...</p><p style=\"line-height:120%\">00:50 <bold>weak_greedy</bold>: Maximum error after 6 extensions: 369.48823917960647 (mu = {diffusion: [0.023208357400945415, 0.37306979916857286, 0.14887340502076796, 0.5584286391224649, 0.9173571666165982, 0.3915405823609823, 0.8449658822348769, 0.0003408504304146873, 0.1685977919948383]})</p><p style=\"line-height:120%\">00:50 <bold>weak_greedy</bold>: Extending surrogate for mu = {diffusion: [0.023208357400945415, 0.37306979916857286, 0.14887340502076796, 0.5584286391224649, 0.9173571666165982, 0.3915405823609823, 0.8449658822348769, 0.0003408504304146873, 0.1685977919948383]} ...</p><p style=\"line-height:120%\">00:50 |   <bold>RBSurrogate</bold>: Computing solution snapshot for mu = {diffusion: [0.023208357400945415, 0.37306979916857286, 0.14887340502076796, 0.5584286391224649, 0.9173571666165982, 0.3915405823609823, 0.8449658822348769, 0.0003408504304146873, 0.1685977919948383]} ...</p><p style=\"line-height:120%\">00:50 |   |   <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.023208357400945415, 0.37306979916857286, 0.14887340502076796, 0.5584286391224649, 0.9173571666165982, 0.3915405823609823, 0.8449658822348769, 0.0003408504304146873, 0.1685977919948383], input: } ...</p><p style=\"line-height:120%\">00:50 |   <bold>RBSurrogate</bold>: Extending basis with solution snapshot ...</p><p style=\"line-height:120%\">00:50 |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 6 again</p><p style=\"line-height:120%\">00:50 |   <bold>RBSurrogate</bold>: Reducing ...</p><p style=\"line-height:120%\">00:50 |   |   <bold>CoerciveRBReductor</bold>: Operator projection ...</p><p style=\"line-height:120%\">00:50 |   |   <bold>CoerciveRBReductor</bold>: Assembling error estimator ...</p><p style=\"line-height:120%\">00:50 |   |   |   <bold>ResidualReductor</bold>: Estimating residual range ...</p><p style=\"line-height:120%\">00:50 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Estimating image for basis vector 6 ...</p><p style=\"line-height:120%\">00:50 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Orthonormalizing ...</p><p style=\"line-height:120%\">00:50 |   |   |   |   |   <bold>gram_schmidt</bold>: Removing vector 51 of norm 2.0132511471087368e-18</p><p style=\"line-height:120%\">00:50 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 52 again</p><p style=\"line-height:120%\">00:50 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 53 again</p><p style=\"line-height:120%\">00:50 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 54 again</p><p style=\"line-height:120%\">00:50 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 55 again</p><p style=\"line-height:120%\">00:50 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 56 again</p><p style=\"line-height:120%\">00:50 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 57 again</p><p style=\"line-height:120%\">00:50 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 58 again</p><p style=\"line-height:120%\">00:50 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 59 again</p><p style=\"line-height:120%\">00:50 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 60 again</p><p style=\"line-height:120%\">00:50 |   |   |   <bold>ResidualReductor</bold>: Projecting residual operator ...</p><p style=\"line-height:120%\">00:50 |   |   <bold>CoerciveRBReductor</bold>: Building ROM ...</p><p style=\"line-height:120%\">      </p><p style=\"line-height:120%\">00:50 <bold>weak_greedy</bold>: Estimating errors ...</p><p style=\"line-height:120%\">00:51 <bold>weak_greedy</bold>: Maximum error after 7 extensions: 211.51563996370396 (mu = {diffusion: [0.7333545759259906, 0.0005102484102309538, 0.5962230511354366, 0.915951409653657, 0.2880053006838097, 0.18560742266019342, 0.6517146268989391, 0.7126301471576634, 0.6880617159000861]})</p><p style=\"line-height:120%\">00:51 <bold>weak_greedy</bold>: Extending surrogate for mu = {diffusion: [0.7333545759259906, 0.0005102484102309538, 0.5962230511354366, 0.915951409653657, 0.2880053006838097, 0.18560742266019342, 0.6517146268989391, 0.7126301471576634, 0.6880617159000861]} ...</p><p style=\"line-height:120%\">00:51 |   <bold>RBSurrogate</bold>: Computing solution snapshot for mu = {diffusion: [0.7333545759259906, 0.0005102484102309538, 0.5962230511354366, 0.915951409653657, 0.2880053006838097, 0.18560742266019342, 0.6517146268989391, 0.7126301471576634, 0.6880617159000861]} ...</p><p style=\"line-height:120%\">00:51 |   |   <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.7333545759259906, 0.0005102484102309538, 0.5962230511354366, 0.915951409653657, 0.2880053006838097, 0.18560742266019342, 0.6517146268989391, 0.7126301471576634, 0.6880617159000861], input: } ...</p><p style=\"line-height:120%\">00:51 |   <bold>RBSurrogate</bold>: Extending basis with solution snapshot ...</p><p style=\"line-height:120%\">00:51 |   <bold>RBSurrogate</bold>: Reducing ...</p><p style=\"line-height:120%\">00:51 |   |   <bold>CoerciveRBReductor</bold>: Operator projection ...</p><p style=\"line-height:120%\">00:51 |   |   <bold>CoerciveRBReductor</bold>: Assembling error estimator ...</p><p style=\"line-height:120%\">00:51 |   |   |   <bold>ResidualReductor</bold>: Estimating residual range ...</p><p style=\"line-height:120%\">00:51 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Estimating image for basis vector 7 ...</p><p style=\"line-height:120%\">00:51 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Orthonormalizing ...</p><p style=\"line-height:120%\">00:51 |   |   |   |   |   <bold>gram_schmidt</bold>: Removing vector 60 of norm 1.3470573881545163e-19</p><p style=\"line-height:120%\">00:51 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 61 again</p><p style=\"line-height:120%\">00:51 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 62 again</p><p style=\"line-height:120%\">00:52 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 63 again</p><p style=\"line-height:120%\">00:52 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 64 again</p><p style=\"line-height:120%\">00:52 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 65 again</p><p style=\"line-height:120%\">00:52 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 66 again</p><p style=\"line-height:120%\">00:52 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 67 again</p><p style=\"line-height:120%\">00:52 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 68 again</p><p style=\"line-height:120%\">00:52 |   |   |   |   |   <bold>gram_schmidt</bold>: Removing linearly dependent vector 69</p><p style=\"line-height:120%\">00:52 |   |   |   <bold>ResidualReductor</bold>: Projecting residual operator ...</p><p style=\"line-height:120%\">00:52 |   |   <bold>CoerciveRBReductor</bold>: Building ROM ...</p><p style=\"line-height:120%\">      </p><p style=\"line-height:120%\">00:52 <bold>weak_greedy</bold>: Estimating errors ...</p><p style=\"line-height:120%\">00:53 <bold>weak_greedy</bold>: Maximum error after 8 extensions: 189.43142981045622 (mu = {diffusion: [0.0005015038709373388, 0.8059105800799345, 0.07934168116931582, 0.19157046594662863, 0.3862977716595597, 0.484910253842132, 0.35505961630236044, 0.3207800937677954, 0.9639196204719811]})</p><p style=\"line-height:120%\">00:53 <bold>weak_greedy</bold>: Extending surrogate for mu = {diffusion: [0.0005015038709373388, 0.8059105800799345, 0.07934168116931582, 0.19157046594662863, 0.3862977716595597, 0.484910253842132, 0.35505961630236044, 0.3207800937677954, 0.9639196204719811]} ...</p><p style=\"line-height:120%\">00:53 |   <bold>RBSurrogate</bold>: Computing solution snapshot for mu = {diffusion: [0.0005015038709373388, 0.8059105800799345, 0.07934168116931582, 0.19157046594662863, 0.3862977716595597, 0.484910253842132, 0.35505961630236044, 0.3207800937677954, 0.9639196204719811]} ...</p><p style=\"line-height:120%\">00:53 |   |   <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.0005015038709373388, 0.8059105800799345, 0.07934168116931582, 0.19157046594662863, 0.3862977716595597, 0.484910253842132, 0.35505961630236044, 0.3207800937677954, 0.9639196204719811], input: } ...</p><p style=\"line-height:120%\">00:53 |   <bold>RBSurrogate</bold>: Extending basis with solution snapshot ...</p><p style=\"line-height:120%\">00:53 |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 8 again</p><p style=\"line-height:120%\">00:53 |   <bold>RBSurrogate</bold>: Reducing ...</p><p style=\"line-height:120%\">00:53 |   |   <bold>CoerciveRBReductor</bold>: Operator projection ...</p><p style=\"line-height:120%\">00:53 |   |   <bold>CoerciveRBReductor</bold>: Assembling error estimator ...</p><p style=\"line-height:120%\">00:53 |   |   |   <bold>ResidualReductor</bold>: Estimating residual range ...</p><p style=\"line-height:120%\">00:53 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Estimating image for basis vector 8 ...</p><p style=\"line-height:120%\">00:53 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Orthonormalizing ...</p><p style=\"line-height:120%\">00:53 |   |   |   |   |   <bold>gram_schmidt</bold>: Removing vector 68 of norm 8.743727437370289e-18</p><p style=\"line-height:120%\">00:53 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 69 again</p><p style=\"line-height:120%\">00:53 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 70 again</p><p style=\"line-height:120%\">00:53 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 71 again</p><p style=\"line-height:120%\">00:53 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 72 again</p><p style=\"line-height:120%\">00:53 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 73 again</p><p style=\"line-height:120%\">00:53 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 74 again</p><p style=\"line-height:120%\">00:54 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 75 again</p><p style=\"line-height:120%\">00:54 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 76 again</p><p style=\"line-height:120%\">00:54 |   |   |   |   |   <bold>gram_schmidt</bold>: Removing linearly dependent vector 77</p><p style=\"line-height:120%\">00:54 |   |   |   <bold>ResidualReductor</bold>: Projecting residual operator ...</p><p style=\"line-height:120%\">00:54 |   |   <bold>CoerciveRBReductor</bold>: Building ROM ...</p><p style=\"line-height:120%\">      </p><p style=\"line-height:120%\">00:54 <bold>weak_greedy</bold>: Estimating errors ...</p><p style=\"line-height:120%\">00:54 <bold>weak_greedy</bold>: Maximum error after 9 extensions: 167.27107233178634 (mu = {diffusion: [0.1717928179747908, 0.529880905573174, 0.2900583939048774, 0.6289422544091227, 0.11802688100674606, 0.6549756104568648, 0.28336819834490246, 0.0003429101410692803, 0.12702336406840894]})</p><p style=\"line-height:120%\">00:54 <bold>weak_greedy</bold>: Extending surrogate for mu = {diffusion: [0.1717928179747908, 0.529880905573174, 0.2900583939048774, 0.6289422544091227, 0.11802688100674606, 0.6549756104568648, 0.28336819834490246, 0.0003429101410692803, 0.12702336406840894]} ...</p><p style=\"line-height:120%\">00:54 |   <bold>RBSurrogate</bold>: Computing solution snapshot for mu = {diffusion: [0.1717928179747908, 0.529880905573174, 0.2900583939048774, 0.6289422544091227, 0.11802688100674606, 0.6549756104568648, 0.28336819834490246, 0.0003429101410692803, 0.12702336406840894]} ...</p><p style=\"line-height:120%\">00:54 |   |   <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.1717928179747908, 0.529880905573174, 0.2900583939048774, 0.6289422544091227, 0.11802688100674606, 0.6549756104568648, 0.28336819834490246, 0.0003429101410692803, 0.12702336406840894], input: } ...</p><p style=\"line-height:120%\">00:55 |   <bold>RBSurrogate</bold>: Extending basis with solution snapshot ...</p><p style=\"line-height:120%\">00:55 |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 9 again</p><p style=\"line-height:120%\">00:55 |   <bold>RBSurrogate</bold>: Reducing ...</p><p style=\"line-height:120%\">00:55 |   |   <bold>CoerciveRBReductor</bold>: Operator projection ...</p><p style=\"line-height:120%\">00:55 |   |   <bold>CoerciveRBReductor</bold>: Assembling error estimator ...</p><p style=\"line-height:120%\">00:55 |   |   |   <bold>ResidualReductor</bold>: Estimating residual range ...</p><p style=\"line-height:120%\">00:55 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Estimating image for basis vector 9 ...</p><p style=\"line-height:120%\">00:55 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Orthonormalizing ...</p><p style=\"line-height:120%\">00:55 |   |   |   |   |   <bold>gram_schmidt</bold>: Removing vector 76 of norm 2.1151064280568365e-19</p><p style=\"line-height:120%\">00:55 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 77 again</p><p style=\"line-height:120%\">00:55 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 78 again</p><p style=\"line-height:120%\">00:55 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 79 again</p><p style=\"line-height:120%\">00:55 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 80 again</p><p style=\"line-height:120%\">00:55 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 81 again</p><p style=\"line-height:120%\">00:55 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 82 again</p><p style=\"line-height:120%\">00:55 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 83 again</p><p style=\"line-height:120%\">00:55 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 84 again</p><p style=\"line-height:120%\">00:56 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 85 again</p><p style=\"line-height:120%\">00:56 |   |   |   <bold>ResidualReductor</bold>: Projecting residual operator ...</p><p style=\"line-height:120%\">00:56 |   |   <bold>CoerciveRBReductor</bold>: Building ROM ...</p><p style=\"line-height:120%\">      </p><p style=\"line-height:120%\">00:56 <bold>weak_greedy</bold>: Estimating errors ...</p><p style=\"line-height:120%\">00:56 <bold>weak_greedy</bold>: Maximum error after 10 extensions: 120.09349177483473 (mu = {diffusion: [0.7641165909129602, 0.6193893708057053, 0.23221069940887615, 0.0010429482232375852, 0.7571748652494085, 0.9852088051785026, 0.8099321289940598, 0.4602605974947997, 0.9037768846729667]})</p><p style=\"line-height:120%\">00:56 <bold>weak_greedy</bold>: Extending surrogate for mu = {diffusion: [0.7641165909129602, 0.6193893708057053, 0.23221069940887615, 0.0010429482232375852, 0.7571748652494085, 0.9852088051785026, 0.8099321289940598, 0.4602605974947997, 0.9037768846729667]} ...</p><p style=\"line-height:120%\">00:56 |   <bold>RBSurrogate</bold>: Computing solution snapshot for mu = {diffusion: [0.7641165909129602, 0.6193893708057053, 0.23221069940887615, 0.0010429482232375852, 0.7571748652494085, 0.9852088051785026, 0.8099321289940598, 0.4602605974947997, 0.9037768846729667]} ...</p><p style=\"line-height:120%\">00:56 |   |   <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.7641165909129602, 0.6193893708057053, 0.23221069940887615, 0.0010429482232375852, 0.7571748652494085, 0.9852088051785026, 0.8099321289940598, 0.4602605974947997, 0.9037768846729667], input: } ...</p><p style=\"line-height:120%\">00:57 |   <bold>RBSurrogate</bold>: Extending basis with solution snapshot ...</p><p style=\"line-height:120%\">00:57 |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 10 again</p><p style=\"line-height:120%\">00:57 |   <bold>RBSurrogate</bold>: Reducing ...</p><p style=\"line-height:120%\">00:57 |   |   <bold>CoerciveRBReductor</bold>: Operator projection ...</p><p style=\"line-height:120%\">00:57 |   |   <bold>CoerciveRBReductor</bold>: Assembling error estimator ...</p><p style=\"line-height:120%\">00:57 |   |   |   <bold>ResidualReductor</bold>: Estimating residual range ...</p><p style=\"line-height:120%\">00:57 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Estimating image for basis vector 10 ...</p><p style=\"line-height:120%\">00:57 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Orthonormalizing ...</p><p style=\"line-height:120%\">00:57 |   |   |   |   |   <bold>gram_schmidt</bold>: Removing vector 85 of norm 2.5427808514840146e-17</p><p style=\"line-height:120%\">00:57 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 86 again</p><p style=\"line-height:120%\">00:57 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 87 again</p><p style=\"line-height:120%\">00:57 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 88 again</p><p style=\"line-height:120%\">00:57 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 89 again</p><p style=\"line-height:120%\">00:57 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 90 again</p><p style=\"line-height:120%\">00:57 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 91 again</p><p style=\"line-height:120%\">00:57 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 92 again</p><p style=\"line-height:120%\">00:57 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 93 again</p><p style=\"line-height:120%\">00:58 |   |   |   |   |   <bold>gram_schmidt</bold>: Removing linearly dependent vector 94</p><p style=\"line-height:120%\">00:58 |   |   |   <bold>ResidualReductor</bold>: Projecting residual operator ...</p><p style=\"line-height:120%\">00:58 |   |   <bold>CoerciveRBReductor</bold>: Building ROM ...</p><p style=\"line-height:120%\">      </p><p style=\"line-height:120%\">00:58 <bold>weak_greedy</bold>: Estimating errors ...</p><p style=\"line-height:120%\">00:58 <bold>weak_greedy</bold>: Maximum error after 11 extensions: 116.26316252511336 (mu = {diffusion: [0.14121200568749193, 0.0008894321421094647, 0.8101590767363867, 0.0876658055299396, 0.6338864337534504, 0.91462499286974, 0.20873104796711517, 0.6653063089532871, 0.07879070684983872]})</p><p style=\"line-height:120%\">00:58 <bold>weak_greedy</bold>: Extending surrogate for mu = {diffusion: [0.14121200568749193, 0.0008894321421094647, 0.8101590767363867, 0.0876658055299396, 0.6338864337534504, 0.91462499286974, 0.20873104796711517, 0.6653063089532871, 0.07879070684983872]} ...</p><p style=\"line-height:120%\">00:58 |   <bold>RBSurrogate</bold>: Computing solution snapshot for mu = {diffusion: [0.14121200568749193, 0.0008894321421094647, 0.8101590767363867, 0.0876658055299396, 0.6338864337534504, 0.91462499286974, 0.20873104796711517, 0.6653063089532871, 0.07879070684983872]} ...</p><p style=\"line-height:120%\">00:58 |   |   <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.14121200568749193, 0.0008894321421094647, 0.8101590767363867, 0.0876658055299396, 0.6338864337534504, 0.91462499286974, 0.20873104796711517, 0.6653063089532871, 0.07879070684983872], input: } ...</p><p style=\"line-height:120%\">00:58 |   <bold>RBSurrogate</bold>: Extending basis with solution snapshot ...</p><p style=\"line-height:120%\">00:58 |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 11 again</p><p style=\"line-height:120%\">00:58 |   <bold>RBSurrogate</bold>: Reducing ...</p><p style=\"line-height:120%\">00:58 |   |   <bold>CoerciveRBReductor</bold>: Operator projection ...</p><p style=\"line-height:120%\">00:58 |   |   <bold>CoerciveRBReductor</bold>: Assembling error estimator ...</p><p style=\"line-height:120%\">00:58 |   |   |   <bold>ResidualReductor</bold>: Estimating residual range ...</p><p style=\"line-height:120%\">00:58 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Estimating image for basis vector 11 ...</p><p style=\"line-height:120%\">00:59 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Orthonormalizing ...</p><p style=\"line-height:120%\">00:59 |   |   |   |   |   <bold>gram_schmidt</bold>: Removing vector 93 of norm 5.2437512478945804e-18</p><p style=\"line-height:120%\">00:59 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 94 again</p><p style=\"line-height:120%\">00:59 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 95 again</p><p style=\"line-height:120%\">00:59 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 96 again</p><p style=\"line-height:120%\">00:59 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 97 again</p><p style=\"line-height:120%\">00:59 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 98 again</p><p style=\"line-height:120%\">00:59 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 99 again</p><p style=\"line-height:120%\">00:59 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 100 again</p><p style=\"line-height:120%\">00:59 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 101 again</p><p style=\"line-height:120%\">01:00 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 102 again</p><p style=\"line-height:120%\">01:00 |   |   |   <bold>ResidualReductor</bold>: Projecting residual operator ...</p><p style=\"line-height:120%\">01:00 |   |   <bold>CoerciveRBReductor</bold>: Building ROM ...</p><p style=\"line-height:120%\">      </p><p style=\"line-height:120%\">01:00 <bold>weak_greedy</bold>: Estimating errors ...</p><p style=\"line-height:120%\">01:00 <bold>weak_greedy</bold>: Maximum error after 12 extensions: 110.42942052573386 (mu = {diffusion: [0.7271584837622393, 0.0008167870207091237, 0.9368597447480062, 0.1646089198555731, 0.23365707617893694, 0.26354709834927886, 0.03791635453838011, 0.12313981837796588, 0.9863512879518676]})</p><p style=\"line-height:120%\">01:00 <bold>weak_greedy</bold>: Extending surrogate for mu = {diffusion: [0.7271584837622393, 0.0008167870207091237, 0.9368597447480062, 0.1646089198555731, 0.23365707617893694, 0.26354709834927886, 0.03791635453838011, 0.12313981837796588, 0.9863512879518676]} ...</p><p style=\"line-height:120%\">01:00 |   <bold>RBSurrogate</bold>: Computing solution snapshot for mu = {diffusion: [0.7271584837622393, 0.0008167870207091237, 0.9368597447480062, 0.1646089198555731, 0.23365707617893694, 0.26354709834927886, 0.03791635453838011, 0.12313981837796588, 0.9863512879518676]} ...</p><p style=\"line-height:120%\">01:00 |   |   <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.7271584837622393, 0.0008167870207091237, 0.9368597447480062, 0.1646089198555731, 0.23365707617893694, 0.26354709834927886, 0.03791635453838011, 0.12313981837796588, 0.9863512879518676], input: } ...</p><p style=\"line-height:120%\">01:01 |   <bold>RBSurrogate</bold>: Extending basis with solution snapshot ...</p><p style=\"line-height:120%\">01:01 |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 12 again</p><p style=\"line-height:120%\">01:01 |   <bold>RBSurrogate</bold>: Reducing ...</p><p style=\"line-height:120%\">01:01 |   |   <bold>CoerciveRBReductor</bold>: Operator projection ...</p><p style=\"line-height:120%\">01:01 |   |   <bold>CoerciveRBReductor</bold>: Assembling error estimator ...</p><p style=\"line-height:120%\">01:01 |   |   |   <bold>ResidualReductor</bold>: Estimating residual range ...</p><p style=\"line-height:120%\">01:01 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Estimating image for basis vector 12 ...</p><p style=\"line-height:120%\">01:01 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Orthonormalizing ...</p><p style=\"line-height:120%\">01:01 |   |   |   |   |   <bold>gram_schmidt</bold>: Removing vector 102 of norm 1.4334670316276567e-17</p><p style=\"line-height:120%\">01:01 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 103 again</p><p style=\"line-height:120%\">01:01 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 104 again</p><p style=\"line-height:120%\">01:01 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 105 again</p><p style=\"line-height:120%\">01:01 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 106 again</p><p style=\"line-height:120%\">01:01 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 107 again</p><p style=\"line-height:120%\">01:01 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 108 again</p><p style=\"line-height:120%\">01:02 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 109 again</p><p style=\"line-height:120%\">01:02 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 110 again</p><p style=\"line-height:120%\">01:02 |   |   |   |   |   <bold>gram_schmidt</bold>: Removing linearly dependent vector 111</p><p style=\"line-height:120%\">01:02 |   |   |   <bold>ResidualReductor</bold>: Projecting residual operator ...</p><p style=\"line-height:120%\">01:02 |   |   <bold>CoerciveRBReductor</bold>: Building ROM ...</p><p style=\"line-height:120%\">      </p><p style=\"line-height:120%\">01:02 <bold>weak_greedy</bold>: Estimating errors ...</p><p style=\"line-height:120%\">01:03 <bold>weak_greedy</bold>: Maximum error after 13 extensions: 89.69090702792366 (mu = {diffusion: [0.007081563654160083, 0.4035406209300969, 0.2348309462827988, 0.8188873835934195, 0.3373968757848809, 0.8275409415844217, 0.000697879040911829, 0.30788836811111653, 0.24124109778633115]})</p><p style=\"line-height:120%\">01:03 <bold>weak_greedy</bold>: Extending surrogate for mu = {diffusion: [0.007081563654160083, 0.4035406209300969, 0.2348309462827988, 0.8188873835934195, 0.3373968757848809, 0.8275409415844217, 0.000697879040911829, 0.30788836811111653, 0.24124109778633115]} ...</p><p style=\"line-height:120%\">01:03 |   <bold>RBSurrogate</bold>: Computing solution snapshot for mu = {diffusion: [0.007081563654160083, 0.4035406209300969, 0.2348309462827988, 0.8188873835934195, 0.3373968757848809, 0.8275409415844217, 0.000697879040911829, 0.30788836811111653, 0.24124109778633115]} ...</p><p style=\"line-height:120%\">01:03 |   |   <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.007081563654160083, 0.4035406209300969, 0.2348309462827988, 0.8188873835934195, 0.3373968757848809, 0.8275409415844217, 0.000697879040911829, 0.30788836811111653, 0.24124109778633115], input: } ...</p><p style=\"line-height:120%\">01:03 |   <bold>RBSurrogate</bold>: Extending basis with solution snapshot ...</p><p style=\"line-height:120%\">01:03 |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 13 again</p><p style=\"line-height:120%\">01:03 |   <bold>RBSurrogate</bold>: Reducing ...</p><p style=\"line-height:120%\">01:03 |   |   <bold>CoerciveRBReductor</bold>: Operator projection ...</p><p style=\"line-height:120%\">01:03 |   |   <bold>CoerciveRBReductor</bold>: Assembling error estimator ...</p><p style=\"line-height:120%\">01:03 |   |   |   <bold>ResidualReductor</bold>: Estimating residual range ...</p><p style=\"line-height:120%\">01:03 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Estimating image for basis vector 13 ...</p><p style=\"line-height:120%\">01:03 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Orthonormalizing ...</p><p style=\"line-height:120%\">01:03 |   |   |   |   |   <bold>gram_schmidt</bold>: Removing vector 110 of norm 1.446377442028206e-17</p><p style=\"line-height:120%\">01:03 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 111 again</p><p style=\"line-height:120%\">01:03 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 112 again</p><p style=\"line-height:120%\">01:03 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 113 again</p><p style=\"line-height:120%\">01:03 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 114 again</p><p style=\"line-height:120%\">01:03 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 115 again</p><p style=\"line-height:120%\">01:04 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 116 again</p><p style=\"line-height:120%\">01:04 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 117 again</p><p style=\"line-height:120%\">01:04 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 118 again</p><p style=\"line-height:120%\">01:04 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 119 again</p><p style=\"line-height:120%\">01:04 |   |   |   <bold>ResidualReductor</bold>: Projecting residual operator ...</p><p style=\"line-height:120%\">01:04 |   |   <bold>CoerciveRBReductor</bold>: Building ROM ...</p><p style=\"line-height:120%\">      </p><p style=\"line-height:120%\">01:04 <bold>weak_greedy</bold>: Estimating errors ...</p><p style=\"line-height:120%\">01:05 <bold>weak_greedy</bold>: Maximum error after 14 extensions: 62.03075900019978 (mu = {diffusion: [0.7011710172704385, 0.2907139050096004, 0.2975629207256689, 0.2964184420728927, 0.7255956907351923, 0.22990305918835682, 0.0010057446625656161, 0.7152653297972849, 0.17126762536074175]})</p><p style=\"line-height:120%\">01:05 <bold>weak_greedy</bold>: Extending surrogate for mu = {diffusion: [0.7011710172704385, 0.2907139050096004, 0.2975629207256689, 0.2964184420728927, 0.7255956907351923, 0.22990305918835682, 0.0010057446625656161, 0.7152653297972849, 0.17126762536074175]} ...</p><p style=\"line-height:120%\">01:05 |   <bold>RBSurrogate</bold>: Computing solution snapshot for mu = {diffusion: [0.7011710172704385, 0.2907139050096004, 0.2975629207256689, 0.2964184420728927, 0.7255956907351923, 0.22990305918835682, 0.0010057446625656161, 0.7152653297972849, 0.17126762536074175]} ...</p><p style=\"line-height:120%\">01:05 |   |   <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.7011710172704385, 0.2907139050096004, 0.2975629207256689, 0.2964184420728927, 0.7255956907351923, 0.22990305918835682, 0.0010057446625656161, 0.7152653297972849, 0.17126762536074175], input: } ...</p><p style=\"line-height:120%\">01:05 |   <bold>RBSurrogate</bold>: Extending basis with solution snapshot ...</p><p style=\"line-height:120%\">01:05 |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 14 again</p><p style=\"line-height:120%\">01:05 |   <bold>RBSurrogate</bold>: Reducing ...</p><p style=\"line-height:120%\">01:05 |   |   <bold>CoerciveRBReductor</bold>: Operator projection ...</p><p style=\"line-height:120%\">01:05 |   |   <bold>CoerciveRBReductor</bold>: Assembling error estimator ...</p><p style=\"line-height:120%\">01:05 |   |   |   <bold>ResidualReductor</bold>: Estimating residual range ...</p><p style=\"line-height:120%\">01:05 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Estimating image for basis vector 14 ...</p><p style=\"line-height:120%\">01:05 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Orthonormalizing ...</p><p style=\"line-height:120%\">01:05 |   |   |   |   |   <bold>gram_schmidt</bold>: Removing vector 119 of norm 7.674733338635646e-18</p><p style=\"line-height:120%\">01:05 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 120 again</p><p style=\"line-height:120%\">01:05 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 121 again</p><p style=\"line-height:120%\">01:05 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 122 again</p><p style=\"line-height:120%\">01:06 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 123 again</p><p style=\"line-height:120%\">01:06 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 124 again</p><p style=\"line-height:120%\">01:06 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 125 again</p><p style=\"line-height:120%\">01:06 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 126 again</p><p style=\"line-height:120%\">01:06 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 127 again</p><p style=\"line-height:120%\">01:06 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 128 again</p><p style=\"line-height:120%\">01:06 |   |   |   <bold>ResidualReductor</bold>: Projecting residual operator ...</p><p style=\"line-height:120%\">01:07 |   |   <bold>CoerciveRBReductor</bold>: Building ROM ...</p><p style=\"line-height:120%\">      </p><p style=\"line-height:120%\">01:07 <bold>weak_greedy</bold>: Estimating errors ...</p><p style=\"line-height:120%\">01:07 <bold>weak_greedy</bold>: Maximum error after 15 extensions: 56.813733565506446 (mu = {diffusion: [0.795946794504788, 0.1752056278163402, 0.6727973379510255, 0.22058221300930353, 0.218285713798717, 0.8740843661278547, 0.24974398584495613, 0.26332102178335937, 0.000753325422223425]})</p><p style=\"line-height:120%\">01:07 <bold>weak_greedy</bold>: Extending surrogate for mu = {diffusion: [0.795946794504788, 0.1752056278163402, 0.6727973379510255, 0.22058221300930353, 0.218285713798717, 0.8740843661278547, 0.24974398584495613, 0.26332102178335937, 0.000753325422223425]} ...</p><p style=\"line-height:120%\">01:07 |   <bold>RBSurrogate</bold>: Computing solution snapshot for mu = {diffusion: [0.795946794504788, 0.1752056278163402, 0.6727973379510255, 0.22058221300930353, 0.218285713798717, 0.8740843661278547, 0.24974398584495613, 0.26332102178335937, 0.000753325422223425]} ...</p><p style=\"line-height:120%\">01:07 |   |   <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.795946794504788, 0.1752056278163402, 0.6727973379510255, 0.22058221300930353, 0.218285713798717, 0.8740843661278547, 0.24974398584495613, 0.26332102178335937, 0.000753325422223425], input: } ...</p><p style=\"line-height:120%\">01:07 |   <bold>RBSurrogate</bold>: Extending basis with solution snapshot ...</p><p style=\"line-height:120%\">01:07 |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 15 again</p><p style=\"line-height:120%\">01:07 |   <bold>RBSurrogate</bold>: Reducing ...</p><p style=\"line-height:120%\">01:07 |   |   <bold>CoerciveRBReductor</bold>: Operator projection ...</p><p style=\"line-height:120%\">01:07 |   |   <bold>CoerciveRBReductor</bold>: Assembling error estimator ...</p><p style=\"line-height:120%\">01:07 |   |   |   <bold>ResidualReductor</bold>: Estimating residual range ...</p><p style=\"line-height:120%\">01:07 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Estimating image for basis vector 15 ...</p><p style=\"line-height:120%\">01:08 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Orthonormalizing ...</p><p style=\"line-height:120%\">01:08 |   |   |   |   |   <bold>gram_schmidt</bold>: Removing vector 128 of norm 8.737850376890759e-18</p><p style=\"line-height:120%\">01:08 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 129 again</p><p style=\"line-height:120%\">01:08 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 130 again</p><p style=\"line-height:120%\">01:08 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 131 again</p><p style=\"line-height:120%\">01:08 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 132 again</p><p style=\"line-height:120%\">01:08 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 133 again</p><p style=\"line-height:120%\">01:08 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 134 again</p><p style=\"line-height:120%\">01:08 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 135 again</p><p style=\"line-height:120%\">01:09 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 136 again</p><p style=\"line-height:120%\">01:09 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 137 again</p><p style=\"line-height:120%\">01:09 |   |   |   <bold>ResidualReductor</bold>: Projecting residual operator ...</p><p style=\"line-height:120%\">01:09 |   |   <bold>CoerciveRBReductor</bold>: Building ROM ...</p><p style=\"line-height:120%\">      </p><p style=\"line-height:120%\">01:09 <bold>weak_greedy</bold>: Estimating errors ...</p><p style=\"line-height:120%\">01:10 <bold>weak_greedy</bold>: Maximum error after 16 extensions: 56.28326968586155 (mu = {diffusion: [0.20605943787337397, 0.0010433209261043238, 0.03936112514349537, 0.9772860947946116, 0.2424294597672486, 0.6633443784330515, 0.8391157888297316, 0.5507053931906406, 0.1532291856339478]})</p><p style=\"line-height:120%\">01:10 <bold>weak_greedy</bold>: Extending surrogate for mu = {diffusion: [0.20605943787337397, 0.0010433209261043238, 0.03936112514349537, 0.9772860947946116, 0.2424294597672486, 0.6633443784330515, 0.8391157888297316, 0.5507053931906406, 0.1532291856339478]} ...</p><p style=\"line-height:120%\">01:10 |   <bold>RBSurrogate</bold>: Computing solution snapshot for mu = {diffusion: [0.20605943787337397, 0.0010433209261043238, 0.03936112514349537, 0.9772860947946116, 0.2424294597672486, 0.6633443784330515, 0.8391157888297316, 0.5507053931906406, 0.1532291856339478]} ...</p><p style=\"line-height:120%\">01:10 |   |   <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.20605943787337397, 0.0010433209261043238, 0.03936112514349537, 0.9772860947946116, 0.2424294597672486, 0.6633443784330515, 0.8391157888297316, 0.5507053931906406, 0.1532291856339478], input: } ...</p><p style=\"line-height:120%\">01:10 |   <bold>RBSurrogate</bold>: Extending basis with solution snapshot ...</p><p style=\"line-height:120%\">01:10 |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 16 again</p><p style=\"line-height:120%\">01:10 |   <bold>RBSurrogate</bold>: Reducing ...</p><p style=\"line-height:120%\">01:10 |   |   <bold>CoerciveRBReductor</bold>: Operator projection ...</p><p style=\"line-height:120%\">01:10 |   |   <bold>CoerciveRBReductor</bold>: Assembling error estimator ...</p><p style=\"line-height:120%\">01:10 |   |   |   <bold>ResidualReductor</bold>: Estimating residual range ...</p><p style=\"line-height:120%\">01:10 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Estimating image for basis vector 16 ...</p><p style=\"line-height:120%\">01:10 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Orthonormalizing ...</p><p style=\"line-height:120%\">01:10 |   |   |   |   |   <bold>gram_schmidt</bold>: Removing vector 137 of norm 1.3042863516699176e-17</p><p style=\"line-height:120%\">01:10 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 138 again</p><p style=\"line-height:120%\">01:10 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 139 again</p><p style=\"line-height:120%\">01:10 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 140 again</p><p style=\"line-height:120%\">01:11 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 141 again</p><p style=\"line-height:120%\">01:11 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 142 again</p><p style=\"line-height:120%\">01:11 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 143 again</p><p style=\"line-height:120%\">01:11 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 144 again</p><p style=\"line-height:120%\">01:11 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 145 again</p><p style=\"line-height:120%\">01:11 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 146 again</p><p style=\"line-height:120%\">01:11 |   |   |   <bold>ResidualReductor</bold>: Projecting residual operator ...</p><p style=\"line-height:120%\">01:12 |   |   <bold>CoerciveRBReductor</bold>: Building ROM ...</p><p style=\"line-height:120%\">      </p><p style=\"line-height:120%\">01:12 <bold>weak_greedy</bold>: Estimating errors ...</p><p style=\"line-height:120%\">01:12 <bold>weak_greedy</bold>: Maximum error after 17 extensions: 42.15041571357998 (mu = {diffusion: [0.9166514383836467, 0.7055261022694304, 0.6718120923278404, 0.3944017122360292, 0.0013842970842487337, 0.12024724280974838, 0.5346010893015636, 0.6751623728558352, 0.41750653906807283]})</p><p style=\"line-height:120%\">01:12 <bold>weak_greedy</bold>: Extending surrogate for mu = {diffusion: [0.9166514383836467, 0.7055261022694304, 0.6718120923278404, 0.3944017122360292, 0.0013842970842487337, 0.12024724280974838, 0.5346010893015636, 0.6751623728558352, 0.41750653906807283]} ...</p><p style=\"line-height:120%\">01:12 |   <bold>RBSurrogate</bold>: Computing solution snapshot for mu = {diffusion: [0.9166514383836467, 0.7055261022694304, 0.6718120923278404, 0.3944017122360292, 0.0013842970842487337, 0.12024724280974838, 0.5346010893015636, 0.6751623728558352, 0.41750653906807283]} ...</p><p style=\"line-height:120%\">01:12 |   |   <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.9166514383836467, 0.7055261022694304, 0.6718120923278404, 0.3944017122360292, 0.0013842970842487337, 0.12024724280974838, 0.5346010893015636, 0.6751623728558352, 0.41750653906807283], input: } ...</p><p style=\"line-height:120%\">01:12 |   <bold>RBSurrogate</bold>: Extending basis with solution snapshot ...</p><p style=\"line-height:120%\">01:12 |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 17 again</p><p style=\"line-height:120%\">01:12 |   <bold>RBSurrogate</bold>: Reducing ...</p><p style=\"line-height:120%\">01:12 |   |   <bold>CoerciveRBReductor</bold>: Operator projection ...</p><p style=\"line-height:120%\">01:12 |   |   <bold>CoerciveRBReductor</bold>: Assembling error estimator ...</p><p style=\"line-height:120%\">01:12 |   |   |   <bold>ResidualReductor</bold>: Estimating residual range ...</p><p style=\"line-height:120%\">01:12 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Estimating image for basis vector 17 ...</p><p style=\"line-height:120%\">01:13 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Orthonormalizing ...</p><p style=\"line-height:120%\">01:13 |   |   |   |   |   <bold>gram_schmidt</bold>: Removing vector 146 of norm 6.667401960169191e-18</p><p style=\"line-height:120%\">01:13 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 147 again</p><p style=\"line-height:120%\">01:13 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 148 again</p><p style=\"line-height:120%\">01:13 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 149 again</p><p style=\"line-height:120%\">01:13 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 150 again</p><p style=\"line-height:120%\">01:13 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 151 again</p><p style=\"line-height:120%\">01:13 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 152 again</p><p style=\"line-height:120%\">01:14 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 153 again</p><p style=\"line-height:120%\">01:14 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 154 again</p><p style=\"line-height:120%\">01:14 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 155 again</p><p style=\"line-height:120%\">01:14 |   |   |   <bold>ResidualReductor</bold>: Projecting residual operator ...</p><p style=\"line-height:120%\">01:14 |   |   <bold>CoerciveRBReductor</bold>: Building ROM ...</p><p style=\"line-height:120%\">      </p><p style=\"line-height:120%\">01:14 <bold>weak_greedy</bold>: Estimating errors ...</p><p style=\"line-height:120%\">01:15 <bold>weak_greedy</bold>: Maximum error after 18 extensions: 25.580991605051537 (mu = {diffusion: [0.6978630022266195, 0.9002740847909502, 0.7922119756821959, 0.6763934317659368, 0.679665219076904, 0.9459300515676833, 0.2958945150867864, 0.001211982986767789, 0.27202736394225885]})</p><p style=\"line-height:120%\">01:15 <bold>weak_greedy</bold>: Extending surrogate for mu = {diffusion: [0.6978630022266195, 0.9002740847909502, 0.7922119756821959, 0.6763934317659368, 0.679665219076904, 0.9459300515676833, 0.2958945150867864, 0.001211982986767789, 0.27202736394225885]} ...</p><p style=\"line-height:120%\">01:15 |   <bold>RBSurrogate</bold>: Computing solution snapshot for mu = {diffusion: [0.6978630022266195, 0.9002740847909502, 0.7922119756821959, 0.6763934317659368, 0.679665219076904, 0.9459300515676833, 0.2958945150867864, 0.001211982986767789, 0.27202736394225885]} ...</p><p style=\"line-height:120%\">01:15 |   |   <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.6978630022266195, 0.9002740847909502, 0.7922119756821959, 0.6763934317659368, 0.679665219076904, 0.9459300515676833, 0.2958945150867864, 0.001211982986767789, 0.27202736394225885], input: } ...</p><p style=\"line-height:120%\">01:15 |   <bold>RBSurrogate</bold>: Extending basis with solution snapshot ...</p><p style=\"line-height:120%\">01:15 |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 18 again</p><p style=\"line-height:120%\">01:15 |   <bold>RBSurrogate</bold>: Reducing ...</p><p style=\"line-height:120%\">01:15 |   |   <bold>CoerciveRBReductor</bold>: Operator projection ...</p><p style=\"line-height:120%\">01:15 |   |   <bold>CoerciveRBReductor</bold>: Assembling error estimator ...</p><p style=\"line-height:120%\">01:15 |   |   |   <bold>ResidualReductor</bold>: Estimating residual range ...</p><p style=\"line-height:120%\">01:15 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Estimating image for basis vector 18 ...</p><p style=\"line-height:120%\">01:15 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Orthonormalizing ...</p><p style=\"line-height:120%\">01:15 |   |   |   |   |   <bold>gram_schmidt</bold>: Removing vector 155 of norm 3.674871675740909e-17</p><p style=\"line-height:120%\">01:15 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 156 again</p><p style=\"line-height:120%\">01:16 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 157 again</p><p style=\"line-height:120%\">01:16 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 158 again</p><p style=\"line-height:120%\">01:16 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 159 again</p><p style=\"line-height:120%\">01:16 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 160 again</p><p style=\"line-height:120%\">01:16 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 161 again</p><p style=\"line-height:120%\">01:16 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 162 again</p><p style=\"line-height:120%\">01:17 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 163 again</p><p style=\"line-height:120%\">01:17 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 164 again</p><p style=\"line-height:120%\">01:17 |   |   |   <bold>ResidualReductor</bold>: Projecting residual operator ...</p><p style=\"line-height:120%\">01:17 |   |   <bold>CoerciveRBReductor</bold>: Building ROM ...</p><p style=\"line-height:120%\">      </p><p style=\"line-height:120%\">01:17 <bold>weak_greedy</bold>: Estimating errors ...</p><p style=\"line-height:120%\">01:18 <bold>weak_greedy</bold>: Maximum error after 19 extensions: 21.349659605852736 (mu = {diffusion: [0.29337927991948665, 0.7731645597312796, 0.5180087316598077, 0.34816078360897124, 0.3718021209768396, 0.0014534903528966073, 0.2998705475124794, 0.6464940957637667, 0.9741970243719755]})</p><p style=\"line-height:120%\">01:18 <bold>weak_greedy</bold>: Extending surrogate for mu = {diffusion: [0.29337927991948665, 0.7731645597312796, 0.5180087316598077, 0.34816078360897124, 0.3718021209768396, 0.0014534903528966073, 0.2998705475124794, 0.6464940957637667, 0.9741970243719755]} ...</p><p style=\"line-height:120%\">01:18 |   <bold>RBSurrogate</bold>: Computing solution snapshot for mu = {diffusion: [0.29337927991948665, 0.7731645597312796, 0.5180087316598077, 0.34816078360897124, 0.3718021209768396, 0.0014534903528966073, 0.2998705475124794, 0.6464940957637667, 0.9741970243719755]} ...</p><p style=\"line-height:120%\">01:18 |   |   <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.29337927991948665, 0.7731645597312796, 0.5180087316598077, 0.34816078360897124, 0.3718021209768396, 0.0014534903528966073, 0.2998705475124794, 0.6464940957637667, 0.9741970243719755], input: } ...</p><p style=\"line-height:120%\">01:18 |   <bold>RBSurrogate</bold>: Extending basis with solution snapshot ...</p><p style=\"line-height:120%\">01:18 |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 19 again</p><p style=\"line-height:120%\">01:18 |   <bold>RBSurrogate</bold>: Reducing ...</p><p style=\"line-height:120%\">01:18 |   |   <bold>CoerciveRBReductor</bold>: Operator projection ...</p><p style=\"line-height:120%\">01:18 |   |   <bold>CoerciveRBReductor</bold>: Assembling error estimator ...</p><p style=\"line-height:120%\">01:18 |   |   |   <bold>ResidualReductor</bold>: Estimating residual range ...</p><p style=\"line-height:120%\">01:18 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Estimating image for basis vector 19 ...</p><p style=\"line-height:120%\">01:18 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Orthonormalizing ...</p><p style=\"line-height:120%\">01:18 |   |   |   |   |   <bold>gram_schmidt</bold>: Removing vector 164 of norm 3.3190390109245884e-17</p><p style=\"line-height:120%\">01:18 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 165 again</p><p style=\"line-height:120%\">01:18 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 166 again</p><p style=\"line-height:120%\">01:19 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 167 again</p><p style=\"line-height:120%\">01:19 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 168 again</p><p style=\"line-height:120%\">01:19 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 169 again</p><p style=\"line-height:120%\">01:19 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 170 again</p><p style=\"line-height:120%\">01:19 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 171 again</p><p style=\"line-height:120%\">01:20 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 172 again</p><p style=\"line-height:120%\">01:20 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 173 again</p><p style=\"line-height:120%\">01:20 |   |   |   <bold>ResidualReductor</bold>: Projecting residual operator ...</p><p style=\"line-height:120%\">01:20 |   |   <bold>CoerciveRBReductor</bold>: Building ROM ...</p><p style=\"line-height:120%\">      </p><p style=\"line-height:120%\">01:20 <bold>weak_greedy</bold>: Estimating errors ...</p><p style=\"line-height:120%\">01:21 <bold>weak_greedy</bold>: Maximum error after 20 extensions: 21.209069400138564 (mu = {diffusion: [0.6079444235692947, 0.3094417805909958, 0.8238080051828726, 0.9550650054338404, 0.8212161627219715, 0.001664948680953757, 0.6364377300463887, 0.05123026790395652, 0.2576814596116885]})</p><p style=\"line-height:120%\">01:21 <bold>weak_greedy</bold>: Extending surrogate for mu = {diffusion: [0.6079444235692947, 0.3094417805909958, 0.8238080051828726, 0.9550650054338404, 0.8212161627219715, 0.001664948680953757, 0.6364377300463887, 0.05123026790395652, 0.2576814596116885]} ...</p><p style=\"line-height:120%\">01:21 |   <bold>RBSurrogate</bold>: Computing solution snapshot for mu = {diffusion: [0.6079444235692947, 0.3094417805909958, 0.8238080051828726, 0.9550650054338404, 0.8212161627219715, 0.001664948680953757, 0.6364377300463887, 0.05123026790395652, 0.2576814596116885]} ...</p><p style=\"line-height:120%\">01:21 |   |   <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.6079444235692947, 0.3094417805909958, 0.8238080051828726, 0.9550650054338404, 0.8212161627219715, 0.001664948680953757, 0.6364377300463887, 0.05123026790395652, 0.2576814596116885], input: } ...</p><p style=\"line-height:120%\">01:21 |   <bold>RBSurrogate</bold>: Extending basis with solution snapshot ...</p><p style=\"line-height:120%\">01:21 |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 20 again</p><p style=\"line-height:120%\">01:21 |   <bold>RBSurrogate</bold>: Reducing ...</p><p style=\"line-height:120%\">01:21 |   |   <bold>CoerciveRBReductor</bold>: Operator projection ...</p><p style=\"line-height:120%\">01:21 |   |   <bold>CoerciveRBReductor</bold>: Assembling error estimator ...</p><p style=\"line-height:120%\">01:21 |   |   |   <bold>ResidualReductor</bold>: Estimating residual range ...</p><p style=\"line-height:120%\">01:21 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Estimating image for basis vector 20 ...</p><p style=\"line-height:120%\">01:21 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Orthonormalizing ...</p><p style=\"line-height:120%\">01:21 |   |   |   |   |   <bold>gram_schmidt</bold>: Removing vector 173 of norm 2.2059446890149225e-17</p><p style=\"line-height:120%\">01:21 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 174 again</p><p style=\"line-height:120%\">01:21 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 175 again</p><p style=\"line-height:120%\">01:22 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 176 again</p><p style=\"line-height:120%\">01:22 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 177 again</p><p style=\"line-height:120%\">01:22 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 178 again</p><p style=\"line-height:120%\">01:22 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 179 again</p><p style=\"line-height:120%\">01:22 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 180 again</p><p style=\"line-height:120%\">01:23 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 181 again</p><p style=\"line-height:120%\">01:23 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 182 again</p><p style=\"line-height:120%\">01:23 |   |   |   <bold>ResidualReductor</bold>: Projecting residual operator ...</p><p style=\"line-height:120%\">01:23 |   |   <bold>CoerciveRBReductor</bold>: Building ROM ...</p><p style=\"line-height:120%\">      </p><p style=\"line-height:120%\">01:23 <bold>weak_greedy</bold>: Estimating errors ...</p><p style=\"line-height:120%\">01:24 <bold>weak_greedy</bold>: Maximum error after 21 extensions: 20.727778800421135 (mu = {diffusion: [0.28747379359209796, 0.5579233956595278, 0.3043771610616822, 0.08654886136944032, 0.0015282002448688016, 0.4496383945849703, 0.8368797358843696, 0.5723579541115136, 0.9992073782135465]})</p><p style=\"line-height:120%\">01:24 <bold>weak_greedy</bold>: Extending surrogate for mu = {diffusion: [0.28747379359209796, 0.5579233956595278, 0.3043771610616822, 0.08654886136944032, 0.0015282002448688016, 0.4496383945849703, 0.8368797358843696, 0.5723579541115136, 0.9992073782135465]} ...</p><p style=\"line-height:120%\">01:24 |   <bold>RBSurrogate</bold>: Computing solution snapshot for mu = {diffusion: [0.28747379359209796, 0.5579233956595278, 0.3043771610616822, 0.08654886136944032, 0.0015282002448688016, 0.4496383945849703, 0.8368797358843696, 0.5723579541115136, 0.9992073782135465]} ...</p><p style=\"line-height:120%\">01:24 |   |   <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.28747379359209796, 0.5579233956595278, 0.3043771610616822, 0.08654886136944032, 0.0015282002448688016, 0.4496383945849703, 0.8368797358843696, 0.5723579541115136, 0.9992073782135465], input: } ...</p><p style=\"line-height:120%\">01:24 |   <bold>RBSurrogate</bold>: Extending basis with solution snapshot ...</p><p style=\"line-height:120%\">01:24 |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 21 again</p><p style=\"line-height:120%\">01:24 |   <bold>RBSurrogate</bold>: Reducing ...</p><p style=\"line-height:120%\">01:24 |   |   <bold>CoerciveRBReductor</bold>: Operator projection ...</p><p style=\"line-height:120%\">01:24 |   |   <bold>CoerciveRBReductor</bold>: Assembling error estimator ...</p><p style=\"line-height:120%\">01:24 |   |   |   <bold>ResidualReductor</bold>: Estimating residual range ...</p><p style=\"line-height:120%\">01:24 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Estimating image for basis vector 21 ...</p><p style=\"line-height:120%\">01:24 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Orthonormalizing ...</p><p style=\"line-height:120%\">01:24 |   |   |   |   |   <bold>gram_schmidt</bold>: Removing vector 182 of norm 2.9434815109335376e-17</p><p style=\"line-height:120%\">01:24 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 183 again</p><p style=\"line-height:120%\">01:24 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 184 again</p><p style=\"line-height:120%\">01:25 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 185 again</p><p style=\"line-height:120%\">01:25 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 186 again</p><p style=\"line-height:120%\">01:25 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 187 again</p><p style=\"line-height:120%\">01:25 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 188 again</p><p style=\"line-height:120%\">01:25 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 189 again</p><p style=\"line-height:120%\">01:26 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 190 again</p><p style=\"line-height:120%\">01:26 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 191 again</p><p style=\"line-height:120%\">01:26 |   |   |   <bold>ResidualReductor</bold>: Projecting residual operator ...</p><p style=\"line-height:120%\">01:26 |   |   <bold>CoerciveRBReductor</bold>: Building ROM ...</p><p style=\"line-height:120%\">      </p><p style=\"line-height:120%\">01:26 <bold>weak_greedy</bold>: Estimating errors ...</p><p style=\"line-height:120%\">01:27 <bold>weak_greedy</bold>: Maximum error after 22 extensions: 15.22903972293743 (mu = {diffusion: [0.41296989847025434, 0.5375400042978672, 0.04939473244292903, 0.002447239120066408, 0.2448753930144257, 0.6806150346094754, 0.1213527668698008, 0.11385058260866897, 0.41101951197509967]})</p><p style=\"line-height:120%\">01:27 <bold>weak_greedy</bold>: Extending surrogate for mu = {diffusion: [0.41296989847025434, 0.5375400042978672, 0.04939473244292903, 0.002447239120066408, 0.2448753930144257, 0.6806150346094754, 0.1213527668698008, 0.11385058260866897, 0.41101951197509967]} ...</p><p style=\"line-height:120%\">01:27 |   <bold>RBSurrogate</bold>: Computing solution snapshot for mu = {diffusion: [0.41296989847025434, 0.5375400042978672, 0.04939473244292903, 0.002447239120066408, 0.2448753930144257, 0.6806150346094754, 0.1213527668698008, 0.11385058260866897, 0.41101951197509967]} ...</p><p style=\"line-height:120%\">01:27 |   |   <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.41296989847025434, 0.5375400042978672, 0.04939473244292903, 0.002447239120066408, 0.2448753930144257, 0.6806150346094754, 0.1213527668698008, 0.11385058260866897, 0.41101951197509967], input: } ...</p><p style=\"line-height:120%\">01:27 |   <bold>RBSurrogate</bold>: Extending basis with solution snapshot ...</p><p style=\"line-height:120%\">01:27 |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 22 again</p><p style=\"line-height:120%\">01:27 |   <bold>RBSurrogate</bold>: Reducing ...</p><p style=\"line-height:120%\">01:27 |   |   <bold>CoerciveRBReductor</bold>: Operator projection ...</p><p style=\"line-height:120%\">01:27 |   |   <bold>CoerciveRBReductor</bold>: Assembling error estimator ...</p><p style=\"line-height:120%\">01:27 |   |   |   <bold>ResidualReductor</bold>: Estimating residual range ...</p><p style=\"line-height:120%\">01:27 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Estimating image for basis vector 22 ...</p><p style=\"line-height:120%\">01:27 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Orthonormalizing ...</p><p style=\"line-height:120%\">01:27 |   |   |   |   |   <bold>gram_schmidt</bold>: Removing vector 191 of norm 3.879727091706633e-17</p><p style=\"line-height:120%\">01:27 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 192 again</p><p style=\"line-height:120%\">01:28 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 193 again</p><p style=\"line-height:120%\">01:28 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 194 again</p><p style=\"line-height:120%\">01:28 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 195 again</p><p style=\"line-height:120%\">01:28 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 196 again</p><p style=\"line-height:120%\">01:28 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 197 again</p><p style=\"line-height:120%\">01:29 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 198 again</p><p style=\"line-height:120%\">01:29 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 199 again</p><p style=\"line-height:120%\">01:29 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 200 again</p><p style=\"line-height:120%\">01:29 |   |   |   <bold>ResidualReductor</bold>: Projecting residual operator ...</p><p style=\"line-height:120%\">01:29 |   |   <bold>CoerciveRBReductor</bold>: Building ROM ...</p><p style=\"line-height:120%\">      </p><p style=\"line-height:120%\">01:29 <bold>weak_greedy</bold>: Estimating errors ...</p><p style=\"line-height:120%\">01:30 <bold>weak_greedy</bold>: Maximum error after 23 extensions: 11.62851367402318 (mu = {diffusion: [0.22620271871654696, 0.30426829976431724, 0.30401211800380185, 0.23049362045113816, 0.001573674704102785, 0.7293718596085875, 0.9668488152493054, 0.22437105393671655, 0.6630808870842421]})</p><p style=\"line-height:120%\">01:30 <bold>weak_greedy</bold>: Extending surrogate for mu = {diffusion: [0.22620271871654696, 0.30426829976431724, 0.30401211800380185, 0.23049362045113816, 0.001573674704102785, 0.7293718596085875, 0.9668488152493054, 0.22437105393671655, 0.6630808870842421]} ...</p><p style=\"line-height:120%\">01:30 |   <bold>RBSurrogate</bold>: Computing solution snapshot for mu = {diffusion: [0.22620271871654696, 0.30426829976431724, 0.30401211800380185, 0.23049362045113816, 0.001573674704102785, 0.7293718596085875, 0.9668488152493054, 0.22437105393671655, 0.6630808870842421]} ...</p><p style=\"line-height:120%\">01:30 |   |   <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.22620271871654696, 0.30426829976431724, 0.30401211800380185, 0.23049362045113816, 0.001573674704102785, 0.7293718596085875, 0.9668488152493054, 0.22437105393671655, 0.6630808870842421], input: } ...</p><p style=\"line-height:120%\">01:30 |   <bold>RBSurrogate</bold>: Extending basis with solution snapshot ...</p><p style=\"line-height:120%\">01:30 |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 23 again</p><p style=\"line-height:120%\">01:30 |   <bold>RBSurrogate</bold>: Reducing ...</p><p style=\"line-height:120%\">01:30 |   |   <bold>CoerciveRBReductor</bold>: Operator projection ...</p><p style=\"line-height:120%\">01:30 |   |   <bold>CoerciveRBReductor</bold>: Assembling error estimator ...</p><p style=\"line-height:120%\">01:30 |   |   |   <bold>ResidualReductor</bold>: Estimating residual range ...</p><p style=\"line-height:120%\">01:30 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Estimating image for basis vector 23 ...</p><p style=\"line-height:120%\">01:30 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Orthonormalizing ...</p><p style=\"line-height:120%\">01:30 |   |   |   |   |   <bold>gram_schmidt</bold>: Removing vector 200 of norm 5.217741250001337e-17</p><p style=\"line-height:120%\">01:31 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 201 again</p><p style=\"line-height:120%\">01:31 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 202 again</p><p style=\"line-height:120%\">01:31 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 203 again</p><p style=\"line-height:120%\">01:31 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 204 again</p><p style=\"line-height:120%\">01:32 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 205 again</p><p style=\"line-height:120%\">01:32 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 206 again</p><p style=\"line-height:120%\">01:32 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 207 again</p><p style=\"line-height:120%\">01:32 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 208 again</p><p style=\"line-height:120%\">01:33 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 209 again</p><p style=\"line-height:120%\">01:33 |   |   |   <bold>ResidualReductor</bold>: Projecting residual operator ...</p><p style=\"line-height:120%\">01:33 |   |   <bold>CoerciveRBReductor</bold>: Building ROM ...</p><p style=\"line-height:120%\">      </p><p style=\"line-height:120%\">01:33 <bold>weak_greedy</bold>: Estimating errors ...</p><p style=\"line-height:120%\">01:34 <bold>weak_greedy</bold>: Maximum error after 24 extensions: 10.743182319873712 (mu = {diffusion: [0.9334617597393272, 0.34466213606739904, 0.161068333244206, 0.5632080720151095, 0.9437797429327817, 0.0039299074712725425, 0.23820103076967333, 0.9384537956463666, 0.17116885826047631]})</p><p style=\"line-height:120%\">01:34 <bold>weak_greedy</bold>: Extending surrogate for mu = {diffusion: [0.9334617597393272, 0.34466213606739904, 0.161068333244206, 0.5632080720151095, 0.9437797429327817, 0.0039299074712725425, 0.23820103076967333, 0.9384537956463666, 0.17116885826047631]} ...</p><p style=\"line-height:120%\">01:34 |   <bold>RBSurrogate</bold>: Computing solution snapshot for mu = {diffusion: [0.9334617597393272, 0.34466213606739904, 0.161068333244206, 0.5632080720151095, 0.9437797429327817, 0.0039299074712725425, 0.23820103076967333, 0.9384537956463666, 0.17116885826047631]} ...</p><p style=\"line-height:120%\">01:34 |   |   <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.9334617597393272, 0.34466213606739904, 0.161068333244206, 0.5632080720151095, 0.9437797429327817, 0.0039299074712725425, 0.23820103076967333, 0.9384537956463666, 0.17116885826047631], input: } ...</p><p style=\"line-height:120%\">01:34 |   <bold>RBSurrogate</bold>: Extending basis with solution snapshot ...</p><p style=\"line-height:120%\">01:34 |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 24 again</p><p style=\"line-height:120%\">01:34 |   <bold>RBSurrogate</bold>: Reducing ...</p><p style=\"line-height:120%\">01:34 |   |   <bold>CoerciveRBReductor</bold>: Operator projection ...</p><p style=\"line-height:120%\">01:34 |   |   <bold>CoerciveRBReductor</bold>: Assembling error estimator ...</p><p style=\"line-height:120%\">01:34 |   |   |   <bold>ResidualReductor</bold>: Estimating residual range ...</p><p style=\"line-height:120%\">01:34 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Estimating image for basis vector 24 ...</p><p style=\"line-height:120%\">01:34 |   |   |   |   <bold>estimate_image_hierarchical</bold>: Orthonormalizing ...</p><p style=\"line-height:120%\">01:34 |   |   |   |   |   <bold>gram_schmidt</bold>: Removing vector 209 of norm 2.1392072431960174e-17</p><p style=\"line-height:120%\">01:34 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 210 again</p><p style=\"line-height:120%\">01:34 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 211 again</p><p style=\"line-height:120%\">01:35 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 212 again</p><p style=\"line-height:120%\">01:35 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 213 again</p><p style=\"line-height:120%\">01:35 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 214 again</p><p style=\"line-height:120%\">01:35 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 215 again</p><p style=\"line-height:120%\">01:36 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 216 again</p><p style=\"line-height:120%\">01:36 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 217 again</p><p style=\"line-height:120%\">01:36 |   |   |   |   |   <bold>gram_schmidt</bold>: Orthonormalizing vector 218 again</p><p style=\"line-height:120%\">01:36 |   |   |   <bold>ResidualReductor</bold>: Projecting residual operator ...</p><p style=\"line-height:120%\">01:36 |   |   <bold>CoerciveRBReductor</bold>: Building ROM ...</p><p style=\"line-height:120%\">      </p><p style=\"line-height:120%\">01:36 <bold>weak_greedy</bold>: Maximum number of 25 extensions reached.</p><p style=\"line-height:120%\">01:36 <bold>weak_greedy</bold>: Greedy search took 54.87897559199996 seconds</p>"
      }
     },
     "daa18cd3516e4e56b01e4100fbbc9849": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
      "state": {
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "DescriptionStyleModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "StyleView",
       "description_width": ""
      }
     },
     "de36078dcc0f4661b2bc5113fe264415": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "HTMLModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "HTMLView",
       "description": "",
       "description_tooltip": null,
       "layout": "IPY_MODEL_25d3b66581254a9da3a4c6b24baa9b58",
       "placeholder": "​",
       "style": "IPY_MODEL_3074e28600e54930b72d3d8a258f4124",
       "value": "<p style=\"line-height:120%\">00:31 <bold>gram_schmidt</bold>: Orthonormalizing vector 5 again</p><p style=\"line-height:120%\">00:31 <bold>gram_schmidt</bold>: Orthonormalizing vector 6 again</p><p style=\"line-height:120%\">00:31 <bold>gram_schmidt</bold>: Orthonormalizing vector 7 again</p><p style=\"line-height:120%\">00:31 <bold>gram_schmidt</bold>: Orthonormalizing vector 8 again</p><p style=\"line-height:120%\">00:31 <bold>gram_schmidt</bold>: Orthonormalizing vector 9 again</p><p style=\"line-height:120%\">00:31 <bold>gram_schmidt</bold>: Orthonormalizing vector 10 again</p><p style=\"line-height:120%\">00:32 <bold>gram_schmidt</bold>: Orthonormalizing vector 11 again</p><p style=\"line-height:120%\">00:32 <bold>gram_schmidt</bold>: Orthonormalizing vector 12 again</p><p style=\"line-height:120%\">00:32 <bold>gram_schmidt</bold>: Orthonormalizing vector 13 again</p><p style=\"line-height:120%\">00:32 <bold>gram_schmidt</bold>: Orthonormalizing vector 14 again</p><p style=\"line-height:120%\">00:32 <bold>gram_schmidt</bold>: Orthonormalizing vector 15 again</p><p style=\"line-height:120%\">00:32 <bold>gram_schmidt</bold>: Orthonormalizing vector 16 again</p><p style=\"line-height:120%\">00:32 <bold>gram_schmidt</bold>: Orthonormalizing vector 17 again</p><p style=\"line-height:120%\">00:32 <bold>gram_schmidt</bold>: Orthonormalizing vector 18 again</p><p style=\"line-height:120%\">00:32 <bold>gram_schmidt</bold>: Orthonormalizing vector 19 again</p><p style=\"line-height:120%\">00:32 <bold>gram_schmidt</bold>: Orthonormalizing vector 20 again</p><p style=\"line-height:120%\">00:32 <bold>gram_schmidt</bold>: Orthonormalizing vector 21 again</p><p style=\"line-height:120%\">00:32 <bold>gram_schmidt</bold>: Orthonormalizing vector 22 again</p><p style=\"line-height:120%\">00:32 <bold>gram_schmidt</bold>: Orthonormalizing vector 23 again</p><p style=\"line-height:120%\">00:32 <bold>gram_schmidt</bold>: Orthonormalizing vector 24 again</p><p style=\"line-height:120%\">00:32 <bold>gram_schmidt</bold>: Orthonormalizing vector 2 again</p><p style=\"line-height:120%\">00:32 <bold>gram_schmidt</bold>: Orthonormalizing vector 3 again</p><p style=\"line-height:120%\">00:32 <bold>gram_schmidt</bold>: Orthonormalizing vector 4 again</p><p style=\"line-height:120%\">00:32 <bold>gram_schmidt</bold>: Orthonormalizing vector 5 again</p><p style=\"line-height:120%\">00:32 <bold>gram_schmidt</bold>: Orthonormalizing vector 6 again</p><p style=\"line-height:120%\">00:32 <bold>gram_schmidt</bold>: Orthonormalizing vector 7 again</p><p style=\"line-height:120%\">00:32 <bold>gram_schmidt</bold>: Orthonormalizing vector 9 again</p><p style=\"line-height:120%\">00:32 <bold>gram_schmidt</bold>: Orthonormalizing vector 10 again</p><p style=\"line-height:120%\">00:32 <bold>gram_schmidt</bold>: Orthonormalizing vector 11 again</p><p style=\"line-height:120%\">00:32 <bold>gram_schmidt</bold>: Orthonormalizing vector 12 again</p><p style=\"line-height:120%\">00:32 <bold>gram_schmidt</bold>: Orthonormalizing vector 13 again</p><p style=\"line-height:120%\">00:32 <bold>gram_schmidt</bold>: Orthonormalizing vector 14 again</p><p style=\"line-height:120%\">00:32 <bold>gram_schmidt</bold>: Orthonormalizing vector 15 again</p><p style=\"line-height:120%\">00:32 <bold>gram_schmidt</bold>: Orthonormalizing vector 16 again</p><p style=\"line-height:120%\">00:32 <bold>gram_schmidt</bold>: Orthonormalizing vector 17 again</p><p style=\"line-height:120%\">00:32 <bold>gram_schmidt</bold>: Orthonormalizing vector 18 again</p><p style=\"line-height:120%\">00:32 <bold>gram_schmidt</bold>: Orthonormalizing vector 19 again</p><p style=\"line-height:120%\">00:32 <bold>gram_schmidt</bold>: Orthonormalizing vector 20 again</p><p style=\"line-height:120%\">00:32 <bold>gram_schmidt</bold>: Orthonormalizing vector 21 again</p><p style=\"line-height:120%\">00:32 <bold>gram_schmidt</bold>: Orthonormalizing vector 22 again</p><p style=\"line-height:120%\">00:32 <bold>gram_schmidt</bold>: Orthonormalizing vector 23 again</p><p style=\"line-height:120%\">00:32 <bold>gram_schmidt</bold>: Orthonormalizing vector 24 again</p>"
      }
     },
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      "model_module": "@jupyter-widgets/controls",
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      "state": {
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       "_model_module": "@jupyter-widgets/controls",
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       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
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        "IPY_MODEL_e9bd1ba772634e7abd5516a677cf7230"
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       "selected_index": null
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     },
     "e0ae302680624f308679f8d6e1e76332": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "HTMLModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "HTMLView",
       "description": "",
       "description_tooltip": null,
       "layout": "IPY_MODEL_a3f8d23f45ee4ebbaa607c0eb12878d1",
       "placeholder": "​",
       "style": "IPY_MODEL_9a2603c3a565467597827167223f3e94",
       "value": "<p style=\"line-height:120%\">00:17 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.1953234634992647, 0.7224798700499792, 0.2808442852046117, 0.024413534834810693, 0.6455077486775771, 0.17719296833910822, 0.940464538494479, 0.9539331841448871, 0.9148729037814265], input: } ...</p><p style=\"line-height:120%\">00:17 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.37022168438541886, 0.01555507086721454, 0.9283257307314666, 0.4282413299024826, 0.9666581535617652, 0.9636236150915439, 0.8530241545218133, 0.2945194471803787, 0.38515921882906506], input: } ...</p><p style=\"line-height:120%\">00:17 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.8511515578497052, 0.316990312955762, 0.16957579741142387, 0.5568455823321043, 0.9361611586833649, 0.6960601936953055, 0.570104163972356, 0.09726677612139147, 0.6150457259764999], input: } ...</p><p style=\"line-height:120%\">00:17 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.9900548447192529, 0.14017000683500036, 0.5183778193985004, 0.8773853346207626, 0.740794540892429, 0.6970460394211685, 0.7025138355787105, 0.3595552021046332, 0.2936624850800669], input: } ...</p><p style=\"line-height:120%\">00:17 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.8093802193629658, 0.8101323833397128, 0.8670856113482457, 0.9132492285012157, 0.5113912646210517, 0.5015661430577308, 0.7983153494488785, 0.6499989343846874, 0.7019966805699775], input: } ...</p><p style=\"line-height:120%\">00:17 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.7958130901691575, 0.8900163412833846, 0.33806135733585063, 0.37564539434468003, 0.09407254164688492, 0.5783223129820744, 0.036038679569362415, 0.4656514583306469, 0.5426903702441058], input: } ...</p><p style=\"line-height:120%\">00:17 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.2866125980030716, 0.5908741772429539, 0.030597199914055524, 0.037444453930339495, 0.8226183006035923, 0.36025462234712174, 0.12714780660061958, 0.5222910357287989, 0.770016553743301], input: } ...</p><p style=\"line-height:120%\">00:17 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.21589944539409348, 0.6229281867714184, 0.08543893024726862, 0.05177655299649084, 0.5314014961049912, 0.5406810580979455, 0.6374661585080568, 0.7261187245892893, 0.9758544942545884], input: } ...</p><p style=\"line-height:120%\">00:17 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.5163487182663652, 0.32302417729395183, 0.7952066761492268, 0.27090516803694803, 0.43902752356356556, 0.07854853570413173, 0.025448208341115965, 0.9626521498364573, 0.8359965225001547], input: } ...</p><p style=\"line-height:120%\">00:18 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.6960046086730886, 0.40901204911982847, 0.17337699063883868, 0.15652139896681894, 0.2503178738747789, 0.5492717420396499, 0.7146244631077924, 0.6602313569800595, 0.2800059035562482], input: } ...</p><p style=\"line-height:120%\">00:18 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.9548697941351277, 0.7379231270040989, 0.5543986171061496, 0.6117595741597288, 0.4196581024215471, 0.24780621640220735, 0.35603708138339646, 0.7578703258533227, 0.014492049280892892], input: } ...</p><p style=\"line-height:120%\">00:18 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.11616103324286554, 0.04609804175755058, 0.040824729438738244, 0.8554750379526062, 0.7036874935940857, 0.47422641170441643, 0.09792437723493638, 0.4916667135293207, 0.4735244236034876], input: } ...</p><p style=\"line-height:120%\">00:18 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.17328454972302418, 0.4339082640730492, 0.3985648839239337, 0.6158885130424112, 0.635130141502557, 0.045399479371067315, 0.37467515336500856, 0.625897329722665, 0.5031859449542296], input: } ...</p><p style=\"line-height:120%\">00:18 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.8565041922042035, 0.6587277622557831, 0.16301813363872153, 0.07066169052568981, 0.642455036278495, 0.02660865941056765, 0.585817003715336, 0.9402362184008151, 0.5755166304580913], input: } ...</p><p style=\"line-height:120%\">00:18 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.38823110921390125, 0.6433238896205089, 0.45830706520246745, 0.5456622276370033, 0.9414706622956475, 0.3861640275369942, 0.9611944447675318, 0.9053601068918681, 0.1958715556758175], input: } ...</p><p style=\"line-height:120%\">00:18 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.06945436474507795, 0.10086792357728891, 0.01832000346898457, 0.0945335164598528, 0.6830384727390152, 0.07128152959538296, 0.31904373273073194, 0.8448908234383576, 0.023369608542252285], input: } ...</p><p style=\"line-height:120%\">00:18 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.8144870357406769, 0.28192658929592257, 0.1182530111388941, 0.6967674916476142, 0.628979952495206, 0.8774842663257002, 0.7350975366995054, 0.8035005822918101, 0.28210636911404935], input: } ...</p><p style=\"line-height:120%\">00:18 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.17752179982534483, 0.7506396901656942, 0.8068540557933372, 0.9905060914864733, 0.4126764151437353, 0.37208088398420386, 0.7764353194459226, 0.34086945989899253, 0.9307642498710044], input: } ...</p><p style=\"line-height:120%\">00:19 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.8584269105678275, 0.42905112797228084, 0.7508959806847182, 0.7545674197972739, 0.10321355644904902, 0.9025626513888987, 0.5053018472106123, 0.8264748203611308, 0.32011759607050866], input: } ...</p><p style=\"line-height:120%\">00:19 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.8955336761733509, 0.38926275856628967, 0.01093656771515033, 0.9053914382216217, 0.09137754811845494, 0.3193817062266558, 0.9500669608540998, 0.9506120862228623, 0.5734805443344738], input: } ...</p><p style=\"line-height:120%\">00:19 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.6318740284485823, 0.44850067742612193, 0.2932814506208947, 0.32873167891537897, 0.6725512042314307, 0.7523992919847362, 0.7915998858214759, 0.7896391809802744, 0.09129698243838551], input: } ...</p><p style=\"line-height:120%\">00:19 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.4944708626721112, 0.05765300414064262, 0.5495739294355032, 0.4415863483232397, 0.8877154123400239, 0.3509799210508235, 0.11715530972596311, 0.14307738288463057, 0.7615344806543005], input: } ...</p><p style=\"line-height:120%\">00:19 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.6182562415099294, 0.10121256385517798, 0.08419839543438594, 0.7009990345459741, 0.07285573006355711, 0.8218778732844272, 0.7062716029337806, 0.08144064576383558, 0.0849292303137834], input: } ...</p><p style=\"line-height:120%\">00:19 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.9866409145433254, 0.3743333686765447, 0.37070508285218423, 0.8128182873007769, 0.9472538525261203, 0.9860024637164886, 0.7534028474404157, 0.37632195957236264, 0.0835923666269989], input: } ...</p><p style=\"line-height:120%\">00:19 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.777169201235844, 0.5584484093108315, 0.42427958704605157, 0.9063637496562265, 0.11128636255792072, 0.49267584178043006, 0.011452509402942327, 0.46871377592992686, 0.05639764535426917], input: } ...</p><p style=\"line-height:120%\">00:19 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.11890603447644511, 0.11761449415242717, 0.649245381085852, 0.7460702747774968, 0.5834104282206499, 0.9621763312196945, 0.3749330924657517, 0.2857835150732325, 0.8686122682766413], input: } ...</p><p style=\"line-height:120%\">00:19 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.2236734789356007, 0.9632262171866672, 0.01225325924234736, 0.9698818388249683, 0.04325559595938106, 0.8911539993867013, 0.5277483389753912, 0.9929654996396884, 0.07388918507892532], input: } ...</p><p style=\"line-height:120%\">00:20 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.5538988989728807, 0.969305605365537, 0.5231455343857317, 0.629435698271449, 0.6957791141157187, 0.45459561066129645, 0.627595324276055, 0.5843558804919079, 0.9011678946899399], input: } ...</p><p style=\"line-height:120%\">00:20 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.045541835703423725, 0.2810350932732711, 0.9504164429281511, 0.8902747575125273, 0.45571118711043435, 0.6201705845417566, 0.2774534448628346, 0.18820234760778892, 0.46375203509948815], input: } ...</p><p style=\"line-height:120%\">00:20 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.3534168928032502, 0.583697746239687, 0.07782686350128834, 0.9743973681853999, 0.986212123405155, 0.6981918978483431, 0.536142756707486, 0.3095966635246991, 0.8138136402049779], input: } ...</p><p style=\"line-height:120%\">00:20 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.6847626994366239, 0.1627006776509568, 0.910936091775393, 0.8225549891988767, 0.9498049333005948, 0.7257469364375211, 0.6134538544161963, 0.41830121198698983, 0.9327352105056779], input: } ...</p><p style=\"line-height:120%\">00:20 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.8660772831114583, 0.04531414823917879, 0.02646433779980228, 0.3765257205413618, 0.8105722754487547, 0.987277401702013, 0.15050184941441783, 0.5941713022805999, 0.3809527675453584], input: } ...</p><p style=\"line-height:120%\">00:20 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.9699174063748217, 0.8421347112433951, 0.8383448718406667, 0.4687462904789908, 0.41487802038743143, 0.27347973122351316, 0.056469859101262024, 0.8647359040174277, 0.8129197190291646], input: } ...</p><p style=\"line-height:120%\">00:20 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.999717701518802, 0.996637173390198, 0.5554761624320672, 0.7690105164389924, 0.9447712533094398, 0.8496624259383437, 0.24742336693302333, 0.4505990808965625, 0.12924649920997983], input: } ...</p><p style=\"line-height:120%\">00:20 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.9540556221559965, 0.6062140169874349, 0.22871994122291237, 0.6717335143374161, 0.61816642763385, 0.3582269017610372, 0.11364623644040907, 0.6716060382732403, 0.5203556701337029], input: } ...</p><p style=\"line-height:120%\">00:20 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.7723411598964658, 0.5202114847618822, 0.8521962821685083, 0.551951648090608, 0.5609818777382327, 0.8766659372980792, 0.4035425179257758, 0.13410182692779565, 0.028879798045707637], input: } ...</p><p style=\"line-height:120%\">00:21 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.7551617419480516, 0.6203475203983293, 0.7041093601224137, 0.21304286509275983, 0.13645783843921108, 0.01464321120131514, 0.3506525000507163, 0.5899586950859477, 0.3923048206952223], input: } ...</p><p style=\"line-height:120%\">00:21 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.4375311745315267, 0.904168278624299, 0.348320641476598, 0.5140380902108949, 0.7836746474398689, 0.39660312804303804, 0.6221244915578507, 0.8623774723758705, 0.9495256715952763], input: } ...</p><p style=\"line-height:120%\">00:21 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.14715877358094503, 0.9265949663989782, 0.49216708145023025, 0.25831856386012847, 0.45918984266263746, 0.9800345720279485, 0.4926688321834703, 0.32881873512647947, 0.6334375142312941], input: } ...</p><p style=\"line-height:120%\">00:21 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.24022160421631525, 0.07595574177585306, 0.12896683393845815, 0.12813303437387666, 0.1519875032429431, 0.1389132899321452, 0.6409106573287343, 0.1819618963907049, 0.3457327165955308], input: } ...</p><p style=\"line-height:120%\">00:21 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.8967987310650213, 0.47401424409884607, 0.6675909827471751, 0.17240263921450966, 0.1923697899067899, 0.04096452940485222, 0.16901816956585733, 0.27866247999805543, 0.17709278322831914], input: } ...</p><p style=\"line-height:120%\">00:21 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.08879366350367991, 0.12072380751349075, 0.4608326901559225, 0.20641308503395192, 0.36433343406197066, 0.5034669291277714, 0.6904257891465023, 0.03940820862711483, 0.7994304578691518], input: } ...</p><p style=\"line-height:120%\">00:21 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.6279375994519587, 0.08185085604567702, 0.8735912662443666, 0.92088031329176, 0.06117185205887827, 0.276949960382389, 0.806220659665082, 0.7482848644146199, 0.18460256725444169], input: } ...</p><p style=\"line-height:120%\">00:21 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.20942838840437664, 0.37053505558110283, 0.48457453289250224, 0.6182929460531429, 0.36897674820581544, 0.4625884626615346, 0.7474961910399431, 0.036779534570308844, 0.25251170064958633], input: } ...</p><p style=\"line-height:120%\">00:22 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.713378250925964, 0.8952173170034307, 0.5117262743714546, 0.5321602739167891, 0.10726129413864208, 0.4474676255867723, 0.5326640047283776, 0.24254625658436618, 0.26931630662628603], input: } ...</p><p style=\"line-height:120%\">00:22 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.3773464346883122, 0.020169190657948595, 0.32214695766661994, 0.211526862195845, 0.32756460244269686, 0.11985015560606929, 0.8905382280118209, 0.5936330943086933, 0.6791344089125751], input: } ...</p><p style=\"line-height:120%\">00:22 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.7891923214834775, 0.49849235470916436, 0.08701159605861496, 0.537152831164366, 0.586882433909077, 0.7454649302369115, 0.43171638027505643, 0.1276675447652842, 0.2838475282081446], input: } ...</p><p style=\"line-height:120%\">00:22 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.36314598816899524, 0.645952649607468, 0.5708212268384449, 0.3561611162252565, 0.9865165972681004, 0.6058142418749515, 0.23730306905682086, 0.1018722943731417, 0.15294385327041357], input: } ...</p><p style=\"line-height:120%\">00:22 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.24603313261166967, 0.1607653051222297, 0.1866483673489006, 0.2851666591769777, 0.17345625793522534, 0.8967757480839625, 0.08032572228707605, 0.5245589384312976, 0.4104557873069625], input: } ...</p><p style=\"line-height:120%\">00:22 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.9823803790469156, 0.11212769827783554, 0.39791581348583704, 0.9694734862320413, 0.8655205751813909, 0.817090363742185, 0.2579770367622353, 0.1709704986313268, 0.6686763556024385], input: } ...</p><p style=\"line-height:120%\">00:22 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.9293830515286731, 0.5568072167246284, 0.5716555282009529, 0.28005109575091813, 0.7695159838986178, 0.18712504418266762, 0.32374686848060324, 0.42549389497255513, 0.5076596176465866], input: } ...</p><p style=\"line-height:120%\">00:22 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.24248549144183873, 0.11492534105672962, 0.6106589804373884, 0.28870169018493175, 0.5812800976004701, 0.15444727900267488, 0.481191987844632, 0.5326361736083307, 0.05191835446874467], input: } ...</p><p style=\"line-height:120%\">00:22 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.3366706177661012, 0.13450123547128034, 0.06346863297572047, 0.9899612363667063, 0.3224216095902255, 0.8098934584100494, 0.25471519069828746, 0.6815345719517069, 0.7602518371036976], input: } ...</p><p style=\"line-height:120%\">00:23 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.5956791767337835, 0.4716290309313034, 0.4118997300558538, 0.348933379716341, 0.929536191333401, 0.8306363458469503, 0.9650304079754459, 0.12438479376319618, 0.7308943884561239], input: } ...</p><p style=\"line-height:120%\">00:23 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.9383466227753557, 0.18131494285904357, 0.06658961774004082, 0.74114653722513, 0.5745156658685939, 0.8418445938805962, 0.13985839938862685, 0.7952877851287042, 0.20170715731573974], input: } ...</p><p style=\"line-height:120%\">00:23 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.16373957727141794, 0.16434937135119984, 0.814593262759359, 0.6652307009741305, 0.5231131182266424, 0.35889460107509014, 0.877212820759027, 0.3925058629118931, 0.8166177795276299], input: } ...</p><p style=\"line-height:120%\">00:23 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.4391909950793614, 0.3770067349819651, 0.4627335176910395, 0.3014477363767257, 0.7476346192382335, 0.5027701180534699, 0.23228947387730262, 0.899584615817241, 0.38395283225107407], input: } ...</p><p style=\"line-height:120%\">00:23 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.5435985058278772, 0.9064814637534505, 0.6242755721144007, 0.11698635090429324, 0.9398381404011138, 0.6277452822661107, 0.3349721240956204, 0.1393581454561209, 0.7940457867513689], input: } ...</p><p style=\"line-height:120%\">00:23 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.6201107486529207, 0.5335077458671239, 0.8939031937926526, 0.7886183515034083, 0.15175971224477788, 0.31179089558876866, 0.2485642909004843, 0.7439718979434197, 0.033629081492305805], input: } ...</p><p style=\"line-height:120%\">00:23 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.5699326959028294, 0.7624824398721165, 0.8767779601980733, 0.34214754054103586, 0.8212751789415457, 0.11072067378151171, 0.8464676465053448, 0.1275759134657492, 0.3973475618313112], input: } ...</p><p style=\"line-height:120%\">00:23 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.7973156362429756, 0.1500024356060389, 0.22932847009311821, 0.722280343136227, 0.7200645328924198, 0.6411835181220088, 0.6939790496226533, 0.5427701709032614, 0.25187387900106206], input: } ...</p><p style=\"line-height:120%\">00:23 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.34576142390456904, 0.1816795570297455, 0.908459716277495, 0.5834334555866438, 0.4009113316219635, 0.46205960306376825, 0.9472886112778541, 0.1534360679757686, 0.5862712090335955], input: } ...</p><p style=\"line-height:120%\">00:24 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.5059380900165775, 0.6114930900111044, 0.018208372802458423, 0.8721366965532571, 0.932125070655364, 0.5651766702708501, 0.6966811587945045, 0.9225071312391779, 0.7072679104499673], input: } ...</p><p style=\"line-height:120%\">00:24 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.15262378900996992, 0.5763307313307965, 0.6067543748782176, 0.4241882582352558, 0.7364705912011603, 0.934373578067538, 0.9255759560554857, 0.4508942874669917, 0.11332672203617118], input: } ...</p><p style=\"line-height:120%\">00:24 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.9848427148424383, 0.8389141966372895, 0.12475021493514653, 0.9208497984291106, 0.869909372425922, 0.5188861733203595, 0.5913163082013547, 0.3990628035997432, 0.05485616265814913], input: } ...</p><p style=\"line-height:120%\">00:24 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.3352637219217363, 0.8028731632531516, 0.004731559802302399, 0.33356582177397504, 0.3982288767215842, 0.5374418633776291, 0.9198636308511192, 0.34641135976652465, 0.34701850657603805], input: } ...</p><p style=\"line-height:120%\">00:24 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.7375274979849374, 0.45227271909571815, 0.22468236245768797, 0.4524942721810801, 0.14094293467776187, 0.17646934780757267, 0.4984179359622058, 0.41898355695959744, 0.9148544164779933], input: } ...</p><p style=\"line-height:120%\">00:24 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.36245765972672145, 0.5806302914430156, 0.6323010614907384, 0.013193147142674803, 0.6635710182795089, 0.17811816327306446, 0.9610742104377082, 0.14874786148033764, 0.41468266131465104], input: } ...</p><p style=\"line-height:120%\">00:24 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.085441133111836, 0.9968745644207627, 0.5022447908302095, 0.5954254788183118, 0.06716976974068864, 0.7499854743521379, 0.20998460253627618, 0.8980644840117696, 0.20521912651795896], input: } ...</p><p style=\"line-height:120%\">00:24 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.1907686518916002, 0.03664601288131007, 0.47211973841548827, 0.5648846491492902, 0.06580206856440954, 0.775550063933341, 0.4533435058645528, 0.5244378303006473, 0.4408186706635343], input: } ...</p><p style=\"line-height:120%\">00:24 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.4008229845692384, 0.5596843672750871, 0.15532472190611943, 0.1820099376822216, 0.8617994424514159, 0.9461208505874193, 0.373371985348125, 0.2708175986762394, 0.6440351432846918], input: } ...</p><p style=\"line-height:120%\">00:25 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.4087932976809866, 0.025483817024778827, 0.15623698210645373, 0.7160006316245128, 0.6589580495159604, 0.027193282904233142, 0.22204996471675614, 0.23115168910841258, 0.6719255543243685], input: } ...</p><p style=\"line-height:120%\">00:25 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.01980856670058872, 0.10419817112637539, 0.799936093764652, 0.17862680758812818, 0.6527808332410895, 0.23825896276862185, 0.09953144862006923, 0.24324787378035412, 0.7222947051624736], input: } ...</p><p style=\"line-height:120%\">00:25 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.8557108984594751, 0.8302368425805349, 0.39724381126549296, 0.6681183280569891, 0.20506379698627938, 0.29321841548798716, 0.8963461849392677, 0.013100623318384961, 0.08559998000138264], input: } ...</p><p style=\"line-height:120%\">00:25 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.2079654665205127, 0.026629550653432334, 0.18151729154628832, 0.5830832568135952, 0.4214824081374387, 0.8926824439058672, 0.8174618173822671, 0.3418831699627062, 0.25949749108794934], input: } ...</p><p style=\"line-height:120%\">00:25 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.37975443892645017, 0.5903359130205562, 0.26813683445879394, 0.624186492958349, 0.4094707110260213, 0.552091976133895, 0.43618291648240315, 0.2945363129659635, 0.9484584616314604], input: } ...</p><p style=\"line-height:120%\">00:25 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.7636294335803449, 0.1401991644488759, 0.868481129100323, 0.4874824551296887, 0.894562771671402, 0.7998752704217205, 0.4252709831187865, 0.022567061389285385, 0.26875049164900755], input: } ...</p><p style=\"line-height:120%\">00:25 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.5416800512394008, 0.6335148720041647, 0.25796189666465896, 0.13944213846541684, 0.8349467437756192, 0.9844037404854817, 0.5257376132844556, 0.17176211791971865, 0.272380095786717], input: } ...</p><p style=\"line-height:120%\">00:25 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.018488837479811986, 0.914307376679843, 0.11783930778185213, 0.5765588238667021, 0.2741278151651373, 0.5542225847155419, 0.651455246313029, 0.8297588295268309, 0.20650062963342714], input: } ...</p><p style=\"line-height:120%\">00:26 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.011094729075614628, 0.1369719415058004, 0.9000286399839202, 0.8739026885547589, 0.5974533608600913, 0.60055680874761, 0.6650701708788008, 0.17545374149558723, 0.9144205047303673], input: } ...</p><p style=\"line-height:120%\">00:26 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.4188286478395839, 0.3832002143966725, 0.5189658135123093, 0.047061270178377544, 0.1663667404192038, 0.7380598130647278, 0.08289038805833396, 0.6031917942554416, 0.24542457477035282], input: } ...</p><p style=\"line-height:120%\">00:26 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.38935668448057237, 0.2887648673970228, 0.3557371491933026, 0.7190740005937271, 0.2971920034516127, 0.5664479998328675, 0.47610279715887976, 0.6637047982461118, 0.9368360563508256], input: } ...</p><p style=\"line-height:120%\">00:26 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.7325988400005292, 0.2150188845528977, 0.03128001674777855, 0.2623378178953951, 0.5951184229071848, 0.051520670902901924, 0.4964166105765162, 0.5968831646319975, 0.3343104664278791], input: } ...</p><p style=\"line-height:120%\">00:26 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.7709351125254473, 0.10668759330845844, 0.07523026795763518, 0.728215937327983, 0.4955417670745778, 0.6884335561880932, 0.43488385586988587, 0.2464773930357829, 0.8191204074424323], input: } ...</p><p style=\"line-height:120%\">00:26 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.7994359373810823, 0.6947270012073413, 0.2722179227162397, 0.5902716438024002, 0.36103779955033277, 0.09167291511930149, 0.9173218441046965, 0.1369049490558695, 0.9502423300854204], input: } ...</p><p style=\"line-height:120%\">00:26 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.44606117238065995, 0.18521441554573578, 0.5419467572836203, 0.8729585412928207, 0.7322516639209202, 0.8065804917466636, 0.6588174883740463, 0.6923073368614007, 0.8492107320001627], input: } ...</p><p style=\"line-height:120%\">00:26 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.2497430420583, 0.48947602114677613, 0.22128732087542025, 0.9876692411958473, 0.9440649337526446, 0.03952286868736905, 0.7056046149984369, 0.9252557925839242, 0.1806572875928208], input: } ...</p><p style=\"line-height:120%\">00:26 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.5679884360295742, 0.915496748758283, 0.034042583987940266, 0.6974505252201152, 0.2974192724718135, 0.9244037557569927, 0.9710611393408513, 0.9442720624645226, 0.474266795235798], input: } ...</p><p style=\"line-height:120%\">00:27 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.8620564467242144, 0.8445649435952168, 0.3191685631959313, 0.8289325826032623, 0.03710393395202107, 0.5963102514942048, 0.23008583640397426, 0.12065482908870108, 0.07704550630904623], input: } ...</p><p style=\"line-height:120%\">00:27 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.696319147000552, 0.33994097627168934, 0.7247942948516086, 0.06544980516486248, 0.31535880879682726, 0.5395373432460997, 0.7907440925224797, 0.3188206276817767, 0.6259287872993654], input: } ...</p><p style=\"line-height:120%\">00:27 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.8859891504613635, 0.6159016018634863, 0.2330361788061584, 0.024498341478382365, 0.8701118640135398, 0.0213672839093021, 0.874714202516931, 0.5289842403138093, 0.9390737917430448], input: } ...</p><p style=\"line-height:120%\">00:27 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.798803357450088, 0.9979343171222841, 0.350776744270165, 0.7672115701022337, 0.4019907205178812, 0.47992763274187844, 0.6275427126720482, 0.8736897464749201, 0.9840850608523752], input: } ...</p><p style=\"line-height:120%\">00:27 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.7682965865231317, 0.417825005489117, 0.42141486657684246, 0.7376085433587326, 0.2388532680537255, 0.11056306572008152, 0.35468669542501247, 0.2873102677549163, 0.2963784896439445], input: } ...</p><p style=\"line-height:120%\">00:27 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.23368439027480495, 0.04218898031739825, 0.01797214733994047, 0.987723617497058, 0.42783035642248873, 0.3843882144949657, 0.6796793179648005, 0.21833206247627765, 0.9499661878318303], input: } ...</p><p style=\"line-height:120%\">00:27 <bold>StationaryModel</bold>: Solving ThermalBlock((3, 3))_CG for {diffusion: [0.7863663799141105, 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}