From b17070d6b16bcbd12d7b701e2224e99dfd2152f0 Mon Sep 17 00:00:00 2001 From: J Dark Date: Fri, 2 Aug 2024 11:08:51 +0200 Subject: [PATCH 1/7] new neutron damage model task --- tasks/task17.ipynb | 371 +++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 371 insertions(+) create mode 100644 tasks/task17.ipynb diff --git a/tasks/task17.ipynb b/tasks/task17.ipynb new file mode 100644 index 0000000..4fbab37 --- /dev/null +++ b/tasks/task17.ipynb @@ -0,0 +1,371 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Damaged induced traps" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import festim as F\n", + "\n", + "# diffusion parameters\n", + "# hydrogen holtzner mulitplied by factor sqrt(3) for T\n", + "D_0 = 2.06e-7 * (3**0.5)\n", + "E_D = 0.28\n", + "\n", + "# damaged trap parameters\n", + "# defect type I\n", + "A_0_1 = 6.1838e-03\n", + "E_A_1 = 0.24\n", + "\n", + "trap_D1_K = 9.0e26\n", + "trap_D1_n_max = 6.9e25\n", + "trap_D2_K = 4.2e26\n", + "trap_D2_n_max = 7.0e25\n", + "\n", + "# defect type II\n", + "A_0_2 = 6.1838e-03\n", + "E_A_2 = 0.30\n", + "\n", + "trap_D3_K = 2.5e26\n", + "trap_D3_n_max = 6.0e25\n", + "trap_D4_K = 5.0e26\n", + "trap_D4_n_max = 4.7e25\n", + "\n", + "# defect type III\n", + "A_0_3 = 0\n", + "E_A_3 = 1\n", + "\n", + "trap_D5_K = 1.0e26\n", + "trap_D5_n_max = 2.0e25\n", + "\n", + "# general trap parameters\n", + "trap_1_density = 2e22\n", + "\n", + "# common values\n", + "atom_density_W = 6.3222e28\n", + "k_B = F.k_B # eV K-1\n", + "minute = 60\n", + "day = minute * 60 * 24\n", + "week = day * 7\n", + "fpy = day * 365\n", + "dpa = 5\n", + "\n", + "my_model = F.Simulation(log_level=40)\n", + "\n", + "# define materials\n", + "tungsten = F.Material(D_0=D_0, E_D=E_D, id=1)\n", + "my_model.materials = F.Materials([tungsten])\n", + "\n", + "# define traps\n", + "\n", + "defined_absolute_tolerance = 1e07\n", + "defined_relative_tolerance = 1e-01\n", + "defined_maximum_iterations = 10\n", + "\n", + "trap_W_1 = F.Trap(\n", + " k_0=tungsten.D_0 / (1.1e-10**2 * 6 * atom_density_W),\n", + " E_k=tungsten.E_D,\n", + " p_0=1e13,\n", + " E_p=1.04,\n", + " density=2.4e22,\n", + " materials=tungsten,\n", + ")\n", + "trap_W_damage_1 = F.NeutronInducedTrap(\n", + " k_0=tungsten.D_0 / (1.1e-10**2 * 6 * atom_density_W),\n", + " E_k=tungsten.E_D,\n", + " p_0=1e13,\n", + " E_p=1.15,\n", + " A_0=A_0_1,\n", + " E_A=E_A_1,\n", + " phi=dpa / fpy,\n", + " K=trap_D1_K,\n", + " n_max=trap_D1_n_max,\n", + " materials=tungsten,\n", + " absolute_tolerance=defined_absolute_tolerance,\n", + " relative_tolerance=defined_relative_tolerance,\n", + " maximum_iterations=defined_maximum_iterations,\n", + ")\n", + "trap_W_damage_2 = F.NeutronInducedTrap(\n", + " k_0=tungsten.D_0 / (1.1e-10**2 * 6 * atom_density_W),\n", + " E_k=tungsten.E_D,\n", + " E_p=1.35,\n", + " p_0=1e13,\n", + " A_0=A_0_1,\n", + " E_A=E_A_1,\n", + " phi=dpa / fpy,\n", + " K=trap_D2_K,\n", + " n_max=trap_D2_n_max,\n", + " materials=tungsten,\n", + " absolute_tolerance=defined_absolute_tolerance,\n", + " relative_tolerance=defined_relative_tolerance,\n", + " maximum_iterations=defined_maximum_iterations,\n", + ")\n", + "trap_W_damage_3 = F.NeutronInducedTrap(\n", + " k_0=tungsten.D_0 / (1.1e-10**2 * 6 * atom_density_W),\n", + " E_k=tungsten.E_D,\n", + " p_0=1e13,\n", + " E_p=1.65,\n", + " A_0=A_0_2,\n", + " E_A=E_A_2,\n", + " phi=dpa / fpy,\n", + " K=trap_D3_K,\n", + " n_max=trap_D3_n_max,\n", + " materials=tungsten,\n", + " absolute_tolerance=defined_absolute_tolerance,\n", + " relative_tolerance=defined_relative_tolerance,\n", + " maximum_iterations=defined_maximum_iterations,\n", + ")\n", + "trap_W_damage_4 = F.NeutronInducedTrap(\n", + " k_0=tungsten.D_0 / (1.1e-10**2 * 6 * atom_density_W),\n", + " E_k=tungsten.E_D,\n", + " p_0=1e13,\n", + " E_p=1.85,\n", + " A_0=A_0_2,\n", + " E_A=E_A_2,\n", + " phi=dpa / fpy,\n", + " K=trap_D4_K,\n", + " n_max=trap_D4_n_max,\n", + " materials=tungsten,\n", + " absolute_tolerance=defined_absolute_tolerance,\n", + " relative_tolerance=defined_relative_tolerance,\n", + " maximum_iterations=defined_maximum_iterations,\n", + ")\n", + "trap_W_damage_5 = F.NeutronInducedTrap(\n", + " k_0=tungsten.D_0 / (1.1e-10**2 * 6 * atom_density_W),\n", + " E_k=tungsten.E_D,\n", + " p_0=1e13,\n", + " E_p=2.05,\n", + " A_0=A_0_3,\n", + " E_A=E_A_3,\n", + " phi=dpa / fpy,\n", + " K=trap_D5_K,\n", + " n_max=trap_D5_n_max,\n", + " materials=tungsten,\n", + " absolute_tolerance=defined_absolute_tolerance,\n", + " relative_tolerance=defined_relative_tolerance,\n", + " maximum_iterations=defined_maximum_iterations,\n", + ")\n", + "\n", + "my_model.traps = F.Traps(\n", + " [\n", + " trap_W_1,\n", + " trap_W_damage_1,\n", + " trap_W_damage_2,\n", + " trap_W_damage_3,\n", + " trap_W_damage_4,\n", + " trap_W_damage_5,\n", + " ]\n", + ")\n", + "\n", + "vertices = np.linspace(0, 2e-03, num=1000)\n", + "my_model.mesh = F.MeshFromVertices(vertices)\n", + "\n", + "# define temperature\n", + "my_model.T = F.Temperature(value=800)\n", + "\n", + "# define boundary conditions\n", + "my_model.boundary_conditions = [\n", + " F.ImplantationDirichlet(\n", + " surfaces=1,\n", + " phi=1e20,\n", + " R_p=3e-09,\n", + " D_0=tungsten.D_0,\n", + " E_D=tungsten.E_D,\n", + " ),\n", + "]\n", + "\n", + "# define exports\n", + "results_folder = \"task17/\"\n", + "my_derived_quantities = F.DerivedQuantities(\n", + " filename=results_folder + \"derived_quantities.csv\"\n", + ")\n", + "my_derived_quantities.derived_quantities = [\n", + " F.TotalVolume(\"solute\", volume=1),\n", + " F.TotalVolume(\"retention\", volume=1),\n", + " F.TotalVolume(\"1\", volume=1),\n", + " F.TotalVolume(\"2\", volume=1),\n", + " F.TotalVolume(\"3\", volume=1),\n", + " F.TotalVolume(\"4\", volume=1),\n", + " F.TotalVolume(\"5\", volume=1),\n", + " F.TotalVolume(\"6\", volume=1),\n", + "]\n", + "\n", + "my_model.exports = F.Exports(\n", + " [\n", + " F.TXTExport(\n", + " field=\"retention\",\n", + " filename=results_folder + \"retention_profile.txt\",\n", + " times=[minute, day, week, fpy]\n", + " ),\n", + " F.XDMFExport(\n", + " field=\"retention\",\n", + " mode=1,\n", + " filename=results_folder + \"retention.xdmf\",\n", + " checkpoint=False\n", + " ),\n", + " my_derived_quantities,\n", + " ]\n", + ")\n", + "\n", + "# define settings\n", + "my_model.dt = F.Stepsize(\n", + " initial_value=0.1,\n", + " stepsize_change_ratio=1.1,\n", + " dt_min=1e-1,\n", + ")\n", + "my_model.settings = F.Settings(\n", + " transient=True,\n", + " final_time=fpy,\n", + " absolute_tolerance=1e10,\n", + " relative_tolerance=1e-10,\n", + " maximum_iterations=30,\n", + ")\n", + "\n", + "# run simulation\n", + "my_model.initialise()\n", + "my_model.run()\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "my_standard_model = F.Simulation(\n", + " log_level=40,\n", + " materials=F.Materials([tungsten]),\n", + " traps=F.Traps([trap_W_1]),\n", + " mesh=F.MeshFromVertices(vertices),\n", + " temperature=F.Temperature(800),\n", + " boundary_conditions=[\n", + " F.ImplantationDirichlet(\n", + " surfaces=1,\n", + " phi=1e20,\n", + " R_p=3e-09,\n", + " D_0=tungsten.D_0,\n", + " E_D=tungsten.E_D,\n", + " )\n", + " ],\n", + " exports=F.Exports(\n", + " [\n", + " F.TXTExport(\n", + " field=\"retention\",\n", + " filename=results_folder + \"retention_profile_standard.txt\",\n", + " times=[minute, day, week, fpy],\n", + " )\n", + " ]\n", + " ),\n", + " dt=F.Stepsize(\n", + " initial_value=0.1,\n", + " stepsize_change_ratio=1.1,\n", + " dt_min=1e-1,\n", + " ),\n", + " settings=F.Settings(\n", + " transient=True,\n", + " final_time=fpy,\n", + " absolute_tolerance=1e05,\n", + " relative_tolerance=1e-10,\n", + " ),\n", + ")\n", + "\n", + "my_standard_model.initialise()\n", + "my_standard_model.run()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "results_folder = \"task17/\"\n", + "\n", + "data_damaged = np.genfromtxt(results_folder + \"retention_profile.txt\", delimiter=\",\", names=True)\n", + "data_standard = np.genfromtxt(results_folder + \"retention_profile_standard.txt\", delimiter=\",\", names=True)\n", + "\n", + "t_damage = data_damaged[\"x\"]\n", + "t_standard = data_standard[\"x\"]\n", + "\n", + "retention_damage_minute = data_damaged[\"t600e01s\"]\n", + "retention_damage_day = data_damaged[\"t864e04s\"]\n", + "retention_damage_week = data_damaged[\"t605e05s\"]\n", + "retention_damage_fpy = data_damaged[\"t315e07s\"]\n", + "\n", + "retention_standard_minute = data_standard[\"t600e01s\"]\n", + "retention_standard_day = data_standard[\"t864e04s\"]\n", + "retention_standard_week = data_standard[\"t605e05s\"]\n", + "retention_standard_fpy = data_standard[\"t315e07s\"]\n", + "\n", + "plt.figure()\n", + "plt.title(\"1 minute exposure\")\n", + "plt.plot(t_damage, retention_damage_minute, color=\"red\")\n", + "plt.plot(t_standard, retention_standard_minute, color=\"black\")\n", + "plt.yscale(\"log\")\n", + "plt.ylim(1e14, 1e26)\n", + "plt.xlabel(\"Position (m)\")\n", + "plt.ylabel(\"Retention (m-3)\")\n", + "\n", + "plt.figure()\n", + "plt.title(\"1 day exposure\")\n", + "plt.plot(t_damage, retention_damage_day, color=\"red\")\n", + "plt.plot(t_standard, retention_standard_day, color=\"black\")\n", + "plt.yscale(\"log\")\n", + "plt.ylim(1e14, 1e26)\n", + "plt.xlabel(\"Position (m)\")\n", + "plt.ylabel(\"Retention (m-3)\")\n", + "\n", + "plt.figure()\n", + "plt.title(\"1 week exposure\")\n", + "plt.plot(t_damage, retention_damage_week, color=\"red\")\n", + "plt.plot(t_standard, retention_standard_week, color=\"black\")\n", + "plt.yscale(\"log\")\n", + "plt.ylim(1e14, 1e26)\n", + "plt.xlabel(\"Position (m)\")\n", + "plt.ylabel(\"Retention (m-3)\")\n", + "\n", + "plt.figure()\n", + "plt.title(\"1 year exposure\")\n", + "plt.plot(t_damage, retention_damage_fpy, color=\"red\")\n", + "plt.plot(t_standard, retention_standard_fpy, color=\"black\")\n", + "plt.yscale(\"log\")\n", + "plt.ylim(1e14, 1e26)\n", + "plt.xlabel(\"Position (m)\")\n", + "plt.ylabel(\"Retention (m-3)\")\n", + "\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "festim-workshop", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} From ae4c5c26ac4fc8fe4f7d9b29be9e52b6d8fc96f5 Mon Sep 17 00:00:00 2001 From: J Dark Date: Fri, 2 Aug 2024 11:12:35 +0200 Subject: [PATCH 2/7] add to CI tests --- .github/workflows/test_notebooks.yml | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/.github/workflows/test_notebooks.yml b/.github/workflows/test_notebooks.yml index 0e884ab..a1bc215 100644 --- a/.github/workflows/test_notebooks.yml +++ b/.github/workflows/test_notebooks.yml @@ -132,4 +132,10 @@ jobs: run: | cd tasks jupyter-nbconvert --to python task16.ipynb - conda run python task16.py \ No newline at end of file + conda run python task16.py + - name: Run Task 17 + shell: bash -l {0} + run: | + cd tasks + jupyter-nbconvert --to python task17.ipynb + conda run python task17.py \ No newline at end of file From 84fcd605293c54fc8d244a86e8acfbc51e7acb92 Mon Sep 17 00:00:00 2001 From: J Dark Date: Fri, 2 Aug 2024 11:30:52 +0200 Subject: [PATCH 3/7] remove warnings --- tasks/task17.ipynb | 117 +++++++++++++++++++++++++++++++++++++-------- 1 file changed, 98 insertions(+), 19 deletions(-) diff --git a/tasks/task17.ipynb b/tasks/task17.ipynb index 4fbab37..8ebae27 100644 --- a/tasks/task17.ipynb +++ b/tasks/task17.ipynb @@ -9,9 +9,22 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Defining initial values\n", + "Defining variational problem\n", + "Defining source terms\n", + "Defining boundary conditions\n", + "Time stepping...\n", + "100.0 % 3.2e+07 s Elapsed time so far: 16.8 s\n" + ] + } + ], "source": [ "import numpy as np\n", "import festim as F\n", @@ -186,18 +199,19 @@ "# define exports\n", "results_folder = \"task17/\"\n", "my_derived_quantities = F.DerivedQuantities(\n", - " filename=results_folder + \"derived_quantities.csv\"\n", + " [\n", + " F.TotalVolume(\"solute\", volume=1),\n", + " F.TotalVolume(\"retention\", volume=1),\n", + " F.TotalVolume(\"1\", volume=1),\n", + " F.TotalVolume(\"2\", volume=1),\n", + " F.TotalVolume(\"3\", volume=1),\n", + " F.TotalVolume(\"4\", volume=1),\n", + " F.TotalVolume(\"5\", volume=1),\n", + " F.TotalVolume(\"6\", volume=1),\n", + " ],\n", + " filename=results_folder + \"derived_quantities.csv\",\n", + " show_units=True\n", ")\n", - "my_derived_quantities.derived_quantities = [\n", - " F.TotalVolume(\"solute\", volume=1),\n", - " F.TotalVolume(\"retention\", volume=1),\n", - " F.TotalVolume(\"1\", volume=1),\n", - " F.TotalVolume(\"2\", volume=1),\n", - " F.TotalVolume(\"3\", volume=1),\n", - " F.TotalVolume(\"4\", volume=1),\n", - " F.TotalVolume(\"5\", volume=1),\n", - " F.TotalVolume(\"6\", volume=1),\n", - "]\n", "\n", "my_model.exports = F.Exports(\n", " [\n", @@ -221,6 +235,7 @@ " initial_value=0.1,\n", " stepsize_change_ratio=1.1,\n", " dt_min=1e-1,\n", + " milestones=[minute, day, week, fpy]\n", ")\n", "my_model.settings = F.Settings(\n", " transient=True,\n", @@ -237,9 +252,22 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Defining initial values\n", + "Defining variational problem\n", + "Defining source terms\n", + "Defining boundary conditions\n", + "Time stepping...\n", + "100.0 % 3.2e+07 s Elapsed time so far: 3.4 s\n" + ] + } + ], "source": [ "my_standard_model = F.Simulation(\n", " log_level=40,\n", @@ -269,6 +297,7 @@ " initial_value=0.1,\n", " stepsize_change_ratio=1.1,\n", " dt_min=1e-1,\n", + " milestones=[minute, day, week, fpy]\n", " ),\n", " settings=F.Settings(\n", " transient=True,\n", @@ -284,9 +313,60 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'Retention (m-3)')" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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", 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", @@ -342,8 +422,7 @@ "plt.yscale(\"log\")\n", "plt.ylim(1e14, 1e26)\n", "plt.xlabel(\"Position (m)\")\n", - "plt.ylabel(\"Retention (m-3)\")\n", - "\n" + "plt.ylabel(\"Retention (m-3)\")" ] } ], From b50cc87e99419b60a48778fa9554b6aacb9c5618 Mon Sep 17 00:00:00 2001 From: J Dark Date: Fri, 2 Aug 2024 12:46:37 +0200 Subject: [PATCH 4/7] use htm --- tasks/task17.ipynb | 187 +++++++++------------------------------------ 1 file changed, 38 insertions(+), 149 deletions(-) diff --git a/tasks/task17.ipynb b/tasks/task17.ipynb index 8ebae27..57d31a1 100644 --- a/tasks/task17.ipynb +++ b/tasks/task17.ipynb @@ -9,9 +9,16 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 1, "metadata": {}, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[DESKTOP-6T0UN3L:81523] mca_base_component_repository_open: unable to open mca_btl_openib: librdmacm.so.1: cannot open shared object file: No such file or directory (ignored)\n" + ] + }, { "name": "stdout", "output_type": "stream", @@ -21,47 +28,18 @@ "Defining source terms\n", "Defining boundary conditions\n", "Time stepping...\n", - "100.0 % 3.2e+07 s Elapsed time so far: 16.8 s\n" + "Calling FFC just-in-time (JIT) compiler, this may take some time.\n", + "Calling FFC just-in-time (JIT) compiler, this may take some time.\n", + "100.0 % 3.2e+07 s Elapsed time so far: 7.1 s\n" ] } ], "source": [ "import numpy as np\n", "import festim as F\n", + "import h_transport_materials as htm\n", "\n", - "# diffusion parameters\n", - "# hydrogen holtzner mulitplied by factor sqrt(3) for T\n", - "D_0 = 2.06e-7 * (3**0.5)\n", - "E_D = 0.28\n", - "\n", - "# damaged trap parameters\n", - "# defect type I\n", - "A_0_1 = 6.1838e-03\n", - "E_A_1 = 0.24\n", - "\n", - "trap_D1_K = 9.0e26\n", - "trap_D1_n_max = 6.9e25\n", - "trap_D2_K = 4.2e26\n", - "trap_D2_n_max = 7.0e25\n", - "\n", - "# defect type II\n", - "A_0_2 = 6.1838e-03\n", - "E_A_2 = 0.30\n", - "\n", - "trap_D3_K = 2.5e26\n", - "trap_D3_n_max = 6.0e25\n", - "trap_D4_K = 5.0e26\n", - "trap_D4_n_max = 4.7e25\n", - "\n", - "# defect type III\n", - "A_0_3 = 0\n", - "E_A_3 = 1\n", - "\n", - "trap_D5_K = 1.0e26\n", - "trap_D5_n_max = 2.0e25\n", - "\n", - "# general trap parameters\n", - "trap_1_density = 2e22\n", + "D = htm.diffusivities.filter(material=\"tungsten\").filter(author=\"frauenfelder\")[0]\n", "\n", "# common values\n", "atom_density_W = 6.3222e28\n", @@ -75,15 +53,10 @@ "my_model = F.Simulation(log_level=40)\n", "\n", "# define materials\n", - "tungsten = F.Material(D_0=D_0, E_D=E_D, id=1)\n", + "tungsten = F.Material(D_0=D.pre_exp.magnitude, E_D=D.act_energy.magnitude, id=1)\n", "my_model.materials = F.Materials([tungsten])\n", "\n", "# define traps\n", - "\n", - "defined_absolute_tolerance = 1e07\n", - "defined_relative_tolerance = 1e-01\n", - "defined_maximum_iterations = 10\n", - "\n", "trap_W_1 = F.Trap(\n", " k_0=tungsten.D_0 / (1.1e-10**2 * 6 * atom_density_W),\n", " E_k=tungsten.E_D,\n", @@ -92,90 +65,23 @@ " density=2.4e22,\n", " materials=tungsten,\n", ")\n", - "trap_W_damage_1 = F.NeutronInducedTrap(\n", - " k_0=tungsten.D_0 / (1.1e-10**2 * 6 * atom_density_W),\n", - " E_k=tungsten.E_D,\n", - " p_0=1e13,\n", - " E_p=1.15,\n", - " A_0=A_0_1,\n", - " E_A=E_A_1,\n", - " phi=dpa / fpy,\n", - " K=trap_D1_K,\n", - " n_max=trap_D1_n_max,\n", - " materials=tungsten,\n", - " absolute_tolerance=defined_absolute_tolerance,\n", - " relative_tolerance=defined_relative_tolerance,\n", - " maximum_iterations=defined_maximum_iterations,\n", - ")\n", - "trap_W_damage_2 = F.NeutronInducedTrap(\n", - " k_0=tungsten.D_0 / (1.1e-10**2 * 6 * atom_density_W),\n", - " E_k=tungsten.E_D,\n", - " E_p=1.35,\n", - " p_0=1e13,\n", - " A_0=A_0_1,\n", - " E_A=E_A_1,\n", - " phi=dpa / fpy,\n", - " K=trap_D2_K,\n", - " n_max=trap_D2_n_max,\n", - " materials=tungsten,\n", - " absolute_tolerance=defined_absolute_tolerance,\n", - " relative_tolerance=defined_relative_tolerance,\n", - " maximum_iterations=defined_maximum_iterations,\n", - ")\n", - "trap_W_damage_3 = F.NeutronInducedTrap(\n", - " k_0=tungsten.D_0 / (1.1e-10**2 * 6 * atom_density_W),\n", - " E_k=tungsten.E_D,\n", - " p_0=1e13,\n", - " E_p=1.65,\n", - " A_0=A_0_2,\n", - " E_A=E_A_2,\n", - " phi=dpa / fpy,\n", - " K=trap_D3_K,\n", - " n_max=trap_D3_n_max,\n", - " materials=tungsten,\n", - " absolute_tolerance=defined_absolute_tolerance,\n", - " relative_tolerance=defined_relative_tolerance,\n", - " maximum_iterations=defined_maximum_iterations,\n", - ")\n", "trap_W_damage_4 = F.NeutronInducedTrap(\n", " k_0=tungsten.D_0 / (1.1e-10**2 * 6 * atom_density_W),\n", " E_k=tungsten.E_D,\n", " p_0=1e13,\n", " E_p=1.85,\n", - " A_0=A_0_2,\n", - " E_A=E_A_2,\n", + " A_0=6.1838e-03,\n", + " E_A=0.30,\n", " phi=dpa / fpy,\n", - " K=trap_D4_K,\n", - " n_max=trap_D4_n_max,\n", + " K=5.0e26,\n", + " n_max=4.7e25,\n", " materials=tungsten,\n", - " absolute_tolerance=defined_absolute_tolerance,\n", - " relative_tolerance=defined_relative_tolerance,\n", - " maximum_iterations=defined_maximum_iterations,\n", - ")\n", - "trap_W_damage_5 = F.NeutronInducedTrap(\n", - " k_0=tungsten.D_0 / (1.1e-10**2 * 6 * atom_density_W),\n", - " E_k=tungsten.E_D,\n", - " p_0=1e13,\n", - " E_p=2.05,\n", - " A_0=A_0_3,\n", - " E_A=E_A_3,\n", - " phi=dpa / fpy,\n", - " K=trap_D5_K,\n", - " n_max=trap_D5_n_max,\n", - " materials=tungsten,\n", - " absolute_tolerance=defined_absolute_tolerance,\n", - " relative_tolerance=defined_relative_tolerance,\n", - " maximum_iterations=defined_maximum_iterations,\n", ")\n", "\n", "my_model.traps = F.Traps(\n", " [\n", " trap_W_1,\n", - " trap_W_damage_1,\n", - " trap_W_damage_2,\n", - " trap_W_damage_3,\n", " trap_W_damage_4,\n", - " trap_W_damage_5,\n", " ]\n", ")\n", "\n", @@ -198,35 +104,13 @@ "\n", "# define exports\n", "results_folder = \"task17/\"\n", - "my_derived_quantities = F.DerivedQuantities(\n", - " [\n", - " F.TotalVolume(\"solute\", volume=1),\n", - " F.TotalVolume(\"retention\", volume=1),\n", - " F.TotalVolume(\"1\", volume=1),\n", - " F.TotalVolume(\"2\", volume=1),\n", - " F.TotalVolume(\"3\", volume=1),\n", - " F.TotalVolume(\"4\", volume=1),\n", - " F.TotalVolume(\"5\", volume=1),\n", - " F.TotalVolume(\"6\", volume=1),\n", - " ],\n", - " filename=results_folder + \"derived_quantities.csv\",\n", - " show_units=True\n", - ")\n", - "\n", "my_model.exports = F.Exports(\n", " [\n", " F.TXTExport(\n", " field=\"retention\",\n", " filename=results_folder + \"retention_profile.txt\",\n", - " times=[minute, day, week, fpy]\n", - " ),\n", - " F.XDMFExport(\n", - " field=\"retention\",\n", - " mode=1,\n", - " filename=results_folder + \"retention.xdmf\",\n", - " checkpoint=False\n", - " ),\n", - " my_derived_quantities,\n", + " times=[minute, day, week, fpy],\n", + " )\n", " ]\n", ")\n", "\n", @@ -235,7 +119,7 @@ " initial_value=0.1,\n", " stepsize_change_ratio=1.1,\n", " dt_min=1e-1,\n", - " milestones=[minute, day, week, fpy]\n", + " milestones=[minute, day, week, fpy],\n", ")\n", "my_model.settings = F.Settings(\n", " transient=True,\n", @@ -247,12 +131,12 @@ "\n", "# run simulation\n", "my_model.initialise()\n", - "my_model.run()\n" + "my_model.run()" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 16, "metadata": {}, "outputs": [ { @@ -264,7 +148,7 @@ "Defining source terms\n", "Defining boundary conditions\n", "Time stepping...\n", - "100.0 % 3.2e+07 s Elapsed time so far: 3.4 s\n" + "100.0 % 3.2e+07 s Elapsed time so far: 3.2 s\n" ] } ], @@ -297,7 +181,7 @@ " initial_value=0.1,\n", " stepsize_change_ratio=1.1,\n", " dt_min=1e-1,\n", - " milestones=[minute, day, week, fpy]\n", + " milestones=[minute, day, week, fpy],\n", " ),\n", " settings=F.Settings(\n", " transient=True,\n", @@ -313,7 +197,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 17, "metadata": {}, "outputs": [ { @@ -322,13 +206,13 @@ "Text(0, 0.5, 'Retention (m-3)')" ] }, - "execution_count": 10, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", + "image/png": 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", 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", 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", 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", 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", 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", 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FRdlf7ng17u7uJd7O7+3tTTACAKCWqehlME6/+PpK/Pz85OrqqszMTIf2zMxMBQQEOKkqAABQV9XoYOTm5qawsDAlJCTY24qKipSQkKDw8HAnVgYAAOoip59Ky83N1aFDh+zTaWlp2rNnjxo3bqwWLVooNjZW0dHR6tatm3r06KE5c+YoLy9PMTExTqwaAADURU4PRrt27VK/fv3s05cugI6OjlZ8fLxGjRqlEydOaPLkycrIyFBoaKjWr19f7IJsAACAyqpRzzGqSXJycuTj46Ps7GwuvgYAoJao7O93jb7GCAAAoDoRjAAAACwEIwAAAAvBCAAAwEIwAgAAsBCMAAAALAQjAAAAC8EIAADAQjACAACwEIwAAAAsBCMAAAALwQgAAMBCMAIAALAQjAAAACwEIwAAAAvBCAAAwEIwAgAAsBCMAAAALAQjAAAAC8EIAADAQjACAACwEIwAAAAsBCMAAAALwQgAAMBCMAIAALAQjAAAACwEIwAAAAvBCAAAwEIwAgAAsBCMAAAALAQjAAAAC8EIAADAQjACAACwEIwAAAAsBCMAAAALwQgAAMBCMAIAALAQjAAAACwEIwAAAAvBCAAAwEIwAgAAsBCMAAAALAQjAAAAC8EIAADAQjACAACwEIwAAAAsBCMAAAALwQgAAMBS64NRenq6+vbtq+DgYHXp0kUrVqxwmH/u3Dm1bNlSEydOdFKFAACgtqjn7AIqq169epozZ45CQ0OVkZGhsLAwDRo0SA0bNpQkTZ8+Xb/5zW+cXCUAAKgNav0Ro2bNmik0NFSSFBAQID8/P506dUqSlJqaqm+++UZRUVFOrBAAANQWTg9GiYmJGjJkiAIDA2Wz2bRq1apifebPn69WrVrJw8NDPXv21JdfflniupKTk1VYWKigoCBJ0sSJEzVz5sxrWT4AAKhDnB6M8vLyFBISovnz55c4f/ny5YqNjVVcXJxSUlIUEhKiyMhIHT9+3KHfqVOnNG7cOL399tuSpNWrV6t9+/Zq3779NR8DAACoG2zGGOPsIi6x2WxauXKlhg8fbm/r2bOnunfvrnnz5kmSioqKFBQUpKeeekrPP/+8JCk/P1933HGHJkyYoLFjx0qSJk2apL///e9ydXVVbm6uLly4oOeee06TJ08ucdv5+fnKz8+3T+fk5CgoKEjZ2dny9va+RiMGAABVKScnRz4+PhX+/Xb6EaMrKSgoUHJysiIiIuxtLi4uioiIUFJSkiTJGKPx48erf//+9lAkSTNnzlR6eroOHz6s1157TRMmTCg1FF3q7+PjY/9cOh0HAAB+PWp0MMrKylJhYaH8/f0d2v39/ZWRkSFJ2rFjh5YvX65Vq1YpNDRUoaGh2rdvX7m3NWnSJGVnZ9s/6enpVTIGAABQe9T62/V79+6toqKiK/YZP378Vdfj7u4ud3f3KqrqKjIypJ9+knx8qmd7AADUFBcvSmfPSv7+kvVonZqkRgcjPz8/ubq6KjMz06E9MzNTAQEBTqqqkubMkZ591tlVAADgfGlpUqtWzq7CQY0+lebm5qawsDAlJCTY24qKipSQkKDw8HAnVlYJnp7OrgAAgJrB1dXZFRTj9CNGubm5OnTokH06LS1Ne/bsUePGjdWiRQvFxsYqOjpa3bp1U48ePTRnzhzl5eUpJibGiVVXwqOPSjExUlGRVM/pXz8AANWrqEgqLJTc3AhGJdm1a5f69etnn46NjZUkRUdHKz4+XqNGjdKJEyc0efJkZWRkKDQ0VOvXry92QXat4ubm7AoAAEAJatRzjGqSyj4HAQAAVL86/RwjAACA6kQwAgAAsBCMAAAALAQjAAAAC8EIAADAQjACAACwEIwAAAAsBCMAAAALwQgAAMBCMAIAALAQjAAAACwEIwAAAAvBCAAAwEIwAgAAsBCMAAAALAQjAAAAC8EIAADAQjACAACwEIwAAAAsBCMAAAALwQgAAMBCMAIAALAQjAAAACwEIwAAAAvBCAAAwEIwAgAAsBCMAAAALAQjAAAAC8EIAADAQjACAACwEIwAAAAsBCMAAAALwQgAAMBCMAIAALAQjAAAACwEIwAAAAvBCAAAwEIwAgAAsBCMAAAALAQjAAAAC8EIAADAQjACAACwEIwAAAAsBCMAAAALwQgAAMBCMAIAALAQjAAAACy1Philp6erb9++Cg4OVpcuXbRixYortgMAAJTGZowxzi6iMo4dO6bMzEyFhoYqIyNDYWFh+u9//6ucnJwS2xs2bFim9ebk5MjHx0fZ2dny9va+xqMAAABVobK/3/WuQU3VqlmzZmrWrJkkKSAgQH5+fjp16pSCgoJKbC9rMAIAAL8+Tj+VlpiYqCFDhigwMFA2m02rVq0q1mf+/Plq1aqVPDw81LNnT3355Zclris5OVmFhYUKCgoqUzsAAMDlnB6M8vLyFBISovnz55c4f/ny5YqNjVVcXJxSUlIUEhKiyMhIHT9+3KHfqVOnNG7cOL399ttlagcAAPilGnWNkc1m08qVKzV8+HB7W8+ePdW9e3fNmzdPklRUVKSgoCA99dRTev755yVJ+fn5uuOOOzRhwgSNHTvWvmxp7SXJz89Xfn6+fTonJ0dBQUFcYwQAQC1S2WuMnH7E6EoKCgqUnJysiIgIe5uLi4siIiKUlJQkSTLGaPz48erfv79D+CmtvTQzZ86Uj4+P/cNpNwAAfn1qdDDKyspSYWGh/P39Hdr9/f2VkZEhSdqxY4eWL1+uVatWKTQ0VKGhodq3b1+p7aWZNGmSsrOz7Z/09PRrOjYAAFDz1Pq70nr37q2ioqIS55XWXhJ3d3e5u7tXVVkAAKAWqtFHjPz8/OTq6qrMzEyH9szMTAUEBDipKgAAUFfV6GDk5uamsLAwJSQk2NuKioqUkJCg8PBwJ1YGAADqIqefSsvNzdWhQ4fs02lpadqzZ48aN26sFi1aKDY2VtHR0erWrZt69OihOXPmKC8vTzExMU6sGgAA1EVOD0a7du1Sv3797NOxsbGSpOjoaMXHx2vUqFE6ceKEJk+erIyMDIWGhmr9+vXFLsgGAACorBr1HKOahHelAQBQ+9Tp5xgBAABUp0oHo8ufFg0AAFCblTsYffLJJ4qOjlabNm1Uv359NWjQQN7e3rr99ts1ffp0/fjjj9eiTgAAgGuuzMFo5cqVat++vR588EHVq1dPf/rTn/TRRx9pw4YNevfdd3X77bdr06ZNatOmjR577DGdOHHiWtYNAABQ5cp88XV4eLheeOEFRUVFycWl9Dx19OhRzZ07V/7+/nr22WerrNDqxsXXAADUPpX9/eautFIQjAAAqH24Kw0AAKCKlDsYbdy4UXFxcdq8ebMkKTExUVFRUerfv78WL15c5QUCAABUl3IFo7///e8aNGiQ1q5dq2HDhik+Pl7Dhg1T8+bN1bp1az322GP65z//ea1qBQAAuKbK9UqQ119/Xa+//rqefvppJSQkaMiQIZo+fbr9Iuvg4GDNmTNH99577zUpFgAA4Foq1xGj1NRUDRkyRJI0YMAAXbx4UQMGDLDPHzx4sL755puqrRAAAKCalCsY1a9fXwUFBfZpd3d3eXl5OUyfP3++6qoDAACoRuUKRu3atXM4InT06FG1bt3aPv3tt9+qefPmVVcdAABANSrXNUb/93//J19fX/v0L58PsGvXLo0cObJqKgMAAKhmPOCxFDzgEQCA2sfpD3h8+eWXdebMmcquBgAAwOkqHYxmzJihU6dOVUUtAAAATlXpYMSZOAAAUFfwrjQAAABLue5KK8n+/fsVGBhYFbUAAAA4VaWDka+vr/Ly8hzauIsLAADURhU6lZaWlqbBgwerYcOG8vHxka+vr3x9fdWoUSOH5xwBAADUJhU6YjRmzBgZY7Ro0SL5+/vLZrNVdV0AAADVrkLBaO/evUpOTlaHDh2quh4AAACnqdCptO7duys9Pb2qawEAAHCqCh0xevfdd/XYY4/p6NGjuvnmm1W/fn2H+V26dKmS4gAAAKpThYLRiRMn9O233yomJsbeZrPZZIyRzWZTYWFhlRUIAABQXSoUjB588EF17dpV7733HhdfAwCAOqNCwejIkSNas2aN2rVrV9X1AAAAOE2FLr7u37+/9u7dW9W1AAAAOFWFjhgNGTJEzz77rPbt26fOnTsXu/h66NChVVIcAABAdbIZY0x5F3JxKf1AU125+DonJ0c+Pj7Kzs7mFScAANQSlf39rtARo6KiooosBgAAUKNV6BojAACAuqjMwej9998v80rT09O1Y8eOChUEAADgLGUORm+++aY6duyoV199VQcOHCg2Pzs7W+vWrdP999+vW265RSdPnqzSQgEAAK61Ml9jtG3bNq1Zs0Zz587VpEmT1LBhQ/n7+8vDw0OnT59WRkaG/Pz8NH78eH311Vfy9/e/lnUDAABUuQrdlZaVlaXt27fryJEjOn/+vPz8/NS1a1d17dr1ines1SbclQYAQO3jlLvS/Pz8NHz48IosCgAAUGPVjcM7AAAAVYBgBAAAYCEYAQAAWAhGAAAAFoIRAACApUJ3pRUWFio+Pl4JCQk6fvx4sXenbd68uUqKAwAAqE4VCkbPPPOM4uPjNXjwYN18882y2WxVXRcAAEC1q1Awev/99/XBBx9o0KBBVV0PAACA01ToGiM3Nze1a9euqmsBAABwqgoFo+eee05//vOfVYG3iVS59PR09e3bV8HBwerSpYtWrFhhn7d27Vp16NBBN954o959910nVgkAAGqDCr0r7e6779aWLVvUuHFjderUSfXr13eY/9FHH1VZgVdz7NgxZWZmKjQ0VBkZGQoLC9N///tfubu7Kzg4WFu2bJGPj4/CwsL02Wef6frrry/TenlXGgAAtY9T3pXWqFEj3X333RVZtMo1a9ZMzZo1kyQFBATIz89Pp06dUnp6ujp16qQbbrhBkhQVFaV///vfGj16tDPLBQAANViFgtHixYurrIDExETNmjVLycnJOnbsmFauXFnsBbXz58/XrFmzlJGRoZCQEM2dO1c9evQotq7k5GQVFhYqKChIX3zxhT0USdINN9ygo0ePVlndAACg7qnUAx5PnDih7du3a/v27Tpx4kSF1pGXl6eQkBDNnz+/xPnLly9XbGys4uLilJKSopCQEEVGRur48eMO/U6dOqVx48bp7bffrlAdAAAAFQpGeXl5evDBB9WsWTP16dNHffr0UWBgoB566CGdO3euXOuKiorStGnTSj01N3v2bE2YMEExMTEKDg7WwoUL1aBBAy1atMjeJz8/X8OHD9fzzz+vXr16SZICAwMdjhAdPXpUgYGBpdaRn5+vnJwchw8AAPh1qVAwio2N1bZt2/Txxx/rzJkzOnPmjFavXq1t27bpueeeq7LiCgoKlJycrIiIiP8V7OKiiIgIJSUlSZKMMRo/frz69++vsWPH2vv16NFDX331lY4eParc3Fx98sknioyMLHVbM2fOlI+Pj/0TFBRUZeMAAAC1Q4WC0Ycffqi//vWvioqKkre3t7y9vTVo0CC98847+uc//1llxWVlZamwsFD+/v4O7f7+/srIyJAk7dixQ8uXL9eqVasUGhqq0NBQ7du3T/Xq1dPrr7+ufv36KTQ0VM8999wV70ibNGmSsrOz7Z/09PQqGwcAAKgdKnTx9blz54qFFUlq2rRpuU+lVVbv3r2LvavtkqFDh2ro0KFlWo+7u7vc3d2rsjQAAFDLVOiIUXh4uOLi4vTTTz/Z286fP6+pU6cqPDy8yorz8/OTq6urMjMzHdozMzMVEBBQZdsBAACQKnjE6M9//rMiIyPVvHlzhYSESJL27t0rDw8PbdiwocqKc3NzU1hYmBISEuy38BcVFSkhIUG/+93vqmw7AAAAUgWD0c0336zU1FQtW7ZM33zzjSRp9OjReuCBB+Tp6VmudeXm5urQoUP26bS0NO3Zs0eNGzdWixYtFBsbq+joaHXr1k09evTQnDlzlJeXp5iYmIqUDgAAUKoKvRKkKm3dulX9+vUr1h4dHa34+HhJ0rx58+wPeAwNDdVf/vIX9ezZ85rWxStBAACofSr7+13mYLRmzRpFRUWpfv36WrNmzRX7lvWC55qMYAQAQO1TbcHIxcVFGRkZatq0qVxcSr9m22azqbCwsNyF1DTXKhglJyerW7duklRj3jcHAEB1OXjwoPbv368+ffpo/fr15b4E52qq7SWyl98SX9rt8bi6v/3tb/Z/X7lypRMrAQDAeRITE/X111/bDxbUFBW6+HrJkiUaNWpUsef+FBQU6P3339e4ceOqpLi6aMqUKTpz5oy+//57jR492tnlAABQrTIzM7Vq1So9+uijCgsLc3Y5xVTo4mtXV1cdO3ZMTZs2dWg/efKkmjZtyqk0AADgFJX9/a7QAx6NMbLZbMXaf/jhB/n4+FRklQAAAE5XrlNpXbt2lc1mk81m04ABA1Sv3v8WLywsVFpamgYOHFjlRQIAAFSHcgWjS0+f3rNnjyIjI+Xl5WWf5+bmplatWumee+6p0gIBAACqS7mCUVxcnCSpVatWGjVqlDw8PK5JUQAAAM5QobvSoqOjJf18F9rx48eL3b7fokWLylcGAABQzSoUjFJTU/Xggw/qs88+c2i/dFF2XbgrDQAA/PpUKBiNHz9e9erV09q1a9WsWbMS71ADAACobSoUjPbs2aPk5GTddNNNVV0PAACA01ToOUbBwcHKysqq6loAAACcqkLB6JVXXtEf//hHbd26VSdPnlROTo7DBwAAoDaq0CtBXFx+zlO/vLaoLl18zStBAACofSr7+12ha4y2bNlSkcUAAABqtAoFo9tvv72q6wAAAHC6Cl1jJEmffvqpxowZo169euno0aOSpKVLl2r79u1VVhwAAEB1qlAw+vDDDxUZGSlPT0+lpKQoPz9fkpSdna0ZM2ZUaYEAAADVpULBaNq0aVq4cKHeeecd1a9f395+6623KiUlpcqKAwAAqE4VCkYHDx5Unz59irX7+PjozJkzla0JAADAKSoUjAICAnTo0KFi7du3b1ebNm0qXRQAAIAzVCgYTZgwQc8884y++OIL2Ww2/fjjj1q2bJkmTpyoxx9/vKprBAAAqBYVul3/+eefV1FRkQYMGKBz586pT58+cnd318SJE/XUU09VdY0AAADVokJPvr6koKBAhw4dUm5uroKDg+Xl5VWVtTkVT74GAKD2qezvd4VOpT344IM6e/as3NzcFBwcrB49esjLy0t5eXl68MEHK7JKAAAAp6tQMPrb3/6m8+fPF2s/f/68lixZUumiAAAAnKFc1xjl5OTIGCNjjM6ePSsPDw/7vMLCQq1bt05Nmzat8iIBAACqQ7mCUaNGjWSz2WSz2dS+ffti8202m6ZOnVplxQEAAFSncgWjLVu2yBij/v3768MPP1Tjxo3t89zc3NSyZUsFBgZWeZEAAADVoVzB6Pbbb5ckpaWlqUWLFrLZbNekKAAAAGeo0MXXLVu21Pbt2zVmzBj16tVLR48elSQtXbpU27dvr9ICAQAAqkuFgtGHH36oyMhIeXp6KiUlRfn5+ZKk7OxszZgxo0oLBAAAqC4VCkbTpk3TwoUL9c4776h+/fr29ltvvVUpKSlVVhwAAEB1qlAwOnjwoPr06VOs3cfHR2fOnKlsTQAAAE5RoWAUEBCgQ4cOFWvfvn272rRpU+miAAAAnKFCwWjChAl65pln9MUXX8hms+nHH3/UsmXLNHHiRD3++ONVXSMAAEC1KNft+pc8//zzKioq0oABA3Tu3Dn16dNH7u7umjhxop566qmqrhEAAKBa2IwxpqILFxQU6NChQ8rNzVVwcLC8vLx0/vx5eXp6VmWNTlHZt/MCAIDqV9nf7wqdSrvEzc1NwcHB6tGjh+rXr6/Zs2erdevWlVklAACA05QrGOXn52vSpEnq1q2bevXqpVWrVkmSFi9erNatW+uNN97Qs88+ey3qBAAAuObKdY3R5MmT9dZbbykiIkKfffaZRowYoZiYGH3++eeaPXu2RowYIVdX12tVKwAAwDVVrmC0YsUKLVmyREOHDtVXX32lLl266OLFi9q7dy/vTQMAALVeuU6l/fDDDwoLC5Mk3XzzzXJ3d9ezzz5LKAIAAHVCuYJRYWGh3Nzc7NP16tWTl5dXlRcFAADgDOU6lWaM0fjx4+Xu7i5J+umnn/TYY4+pYcOGDv0++uijqqsQAACgmpQrGEVHRztMjxkzpkqLAQAAcKZyBaPFixdfqzoAAACcrlIPeKwp7r77bvn6+uree+91aH/jjTfUqVMnBQcH6+mnn1YlHvINAAB+BepEMHrmmWe0ZMkSh7YTJ05o3rx5Sk5O1r59+5ScnKzPP//cSRUCAIDaoE4Eo759++q6664r1n7x4kX99NNPunDhgi5cuKCmTZs6oToAAFBbOD0YJSYmasiQIQoMDJTNZrO/ZuRy8+fPV6tWreTh4aGePXvqyy+/vOp6mzRpookTJ6pFixYKDAxURESE2rZtew1GAAAA6gqnB6O8vDyFhIRo/vz5Jc5fvny5YmNjFRcXp5SUFIWEhCgyMlLHjx+/4npPnz6ttWvX6vDhwzp69Kg+++wzJSYmXoshAACAOsLpwSgqKkrTpk3T3XffXeL82bNna8KECYqJiVFwcLAWLlyoBg0aaNGiRVdc76ZNm9SuXTs1btxYnp6eGjx48BWvMcrPz1dOTo7DBwAA/Lo4PRhdSUFBgZKTkxUREWFvc3FxUUREhJKSkq64bFBQkD777DP99NNPKiws1NatW9WhQ4dS+8+cOVM+Pj72T1BQUJWNAwAA1A41OhhlZWWpsLBQ/v7+Du3+/v7KyMiwT0dERGjEiBFat26dmjdvrqSkJP3mN7/RoEGD1LVrV3Xp0kVt27bV0KFDS93WpEmTlJ2dbf+kp6dfs3EBAICaqVwPeKypNm3aVGL79OnTNX369DKtw93d3f6qEwAA8OtUo48Y+fn5ydXVVZmZmQ7tmZmZCggIcFJVAACgrqrRwcjNzU1hYWFKSEiwtxUVFSkhIUHh4eFOrAwAANRFTj+Vlpubq0OHDtmn09LStGfPHjVu3FgtWrRQbGysoqOj1a1bN/Xo0UNz5sxRXl6eYmJinFg1AACoi5wejHbt2qV+/frZp2NjYyVJ0dHRio+P16hRo3TixAlNnjxZGRkZCg0N1fr164tdkA0AAFBZNsObVUuUk5MjHx8fZWdny9vb29nlAACAMqjs73eNvsYIAACgOhGMAAAALAQjAAAAC8EIAADAQjACAACwEIwAAAAsBCMAAAALwQgAAMBCMAIAALAQjAAAACwEIwAAAAvBCAAAwEIwAgAAsBCMAAAALAQjAAAAC8EIAADAQjACAACwEIwAAAAsBCMAAAALwQgAAMBCMAIAALAQjAAAACwEIwAAAAvBCAAAwEIwAgAAsBCMAAAALAQjAAAAC8EIAADAQjACAACwEIwAAAAsBCMAAAALwQgAAMBCMAIAALAQjAAAACwEIwAAAAvBCAAAwEIwAgAAsBCMAAAALAQjAAAAC8EIAADAQjACAACwEIwAAAAsBCMAAAALwQgAAMBCMAIAALAQjAAAACwEIwAAAEudCEZ33323fH19de+99zq0p6WlqV+/fgoODlbnzp2Vl5fnpAoBAEBtUCeC0TPPPKMlS5YUax8/frxeeukl7d+/X9u2bZO7u7sTqgMAALVFnQhGffv21XXXXefQ9vXXX6t+/fq67bbbJEmNGzdWvXr1nFEeAACoJZwejBITEzVkyBAFBgbKZrNp1apVxfrMnz9frVq1koeHh3r27Kkvv/zyqutNTU2Vl5eXhgwZoltuuUUzZsy4BtUDAIC6xOnBKC8vTyEhIZo/f36J85cvX67Y2FjFxcUpJSVFISEhioyM1PHjx6+43osXL+rTTz/VggULlJSUpI0bN2rjxo3XYggAAKCOcHowioqK0rRp03T33XeXOH/27NmaMGGCYmJiFBwcrIULF6pBgwZatGjRFdd7ww03qFu3bgoKCpK7u7sGDRqkPXv2lNo/Pz9fOTk5Dh8AAPDr4vRgdCUFBQVKTk5WRESEvc3FxUURERFKSkq64rLdu3fX8ePHdfr0aRUVFSkxMVEdO3Ystf/MmTPl4+Nj/wQFBVXZOAAAQO1Qo4NRVlaWCgsL5e/v79Du7++vjIwM+3RERIRGjBihdevWqXnz5kpKSlK9evU0Y8YM9enTR126dNGNN96ou+66q9RtTZo0SdnZ2fZPenr6NRsXAAComerEbVqbNm0qsT0qKkpRUVFlWoe7uzu38wMA8CtXo48Y+fn5ydXVVZmZmQ7tmZmZCggIcFJVAACgrqrRwcjNzU1hYWFKSEiwtxUVFSkhIUHh4eFOrAwAANRFTj+Vlpubq0OHDtmn09LStGfPHjVu3FgtWrRQbGysoqOj1a1bN/Xo0UNz5sxRXl6eYmJinFg1AACoi5wejHbt2qV+/frZp2NjYyVJ0dHRio+P16hRo3TixAlNnjxZGRkZCg0N1fr164tdkA0AAFBZNmOMcXYRNVFOTo58fHyUnZ0tb29vZ5cDAADKoLK/3zX6GiMAAIDqRDACAACwEIwAAAAsBCMAAAALwQgAAMBCMAIAALAQjAAAACwEIwAAAAvBCAAAwEIwAgAAsBCMAAAALAQjAAAAC8EIAADAQjACAACwEIwAAAAsBCMAAAALwQgAAMBCMAIAALAQjAAAACwEIwAAAAvBCAAAwEIwAgAAsBCMAAAALAQjAAAAC8EIAADAQjACAACwEIwAAAAsBCMAAAALwQgAAMBCMAIAALAQjAAAACwEIwAAAAvBCAAAwEIwAgAAsBCMAAAALAQjAAAAC8EIAADAQjACAACwEIwAAAAsBCMAAAALwQgAAMBCMAIAALAQjAAAACwEIwAAAAvBCAAAwEIwAgAAsBCMAAAALAQjAAAAS50IRnfffbd8fX117733Fpt37tw5tWzZUhMnTnRCZQAAoDapE8HomWee0ZIlS0qcN336dP3mN7+p5ooAAEBtVCeCUd++fXXdddcVa09NTdU333yjqKgoJ1QFAABqG6cHo8TERA0ZMkSBgYGy2WxatWpVsT7z589Xq1at5OHhoZ49e+rLL78s07onTpyomTNnVnHFAACgrnJ6MMrLy1NISIjmz59f4vzly5crNjZWcXFxSklJUUhIiCIjI3X8+PErrnf16tVq37692rdvfy3KBgAAdVA9ZxcQFRV1xVNds2fP1oQJExQTEyNJWrhwof71r39p0aJFev7550td7vPPP9f777+vFStWKDc3VxcuXJC3t7cmT55cYv/8/Hzl5+fbp7OzsyVJOTk5FRkWAABwgku/28aYCi3v9GB0JQUFBUpOTtakSZPsbS4uLoqIiFBSUtIVl505c6b9NFp8fLy++uqrUkPRpf5Tp04t1h4UFFTB6gEAgLOcPXtWPj4+5V6uRgejrKwsFRYWyt/f36Hd399f33zzjX06IiJCe/fuVV5enpo3b64VK1YoPDy8XNuaNGmSYmNj7dNFRUU6deqUrr/+etlstsoN5DI5OTkKCgpSenq6vL29q2y9NUldHyPjq/3q+hjr+vikuj9GxldxxhidPXtWgYGBFVq+Rgejstq0adMV548fP/6q63B3d5e7u7tDW6NGjSpR1ZV5e3vXyT/sl6vrY2R8tV9dH2NdH59U98fI+CqmIkeKLnH6xddX4ufnJ1dXV2VmZjq0Z2ZmKiAgwElVAQCAuqpGByM3NzeFhYUpISHB3lZUVKSEhIRynyoDAAC4GqefSsvNzdWhQ4fs02lpadqzZ48aN26sFi1aKDY2VtHR0erWrZt69OihOXPmKC8vz36XWm3j7u6uuLi4Yqft6pK6PkbGV/vV9THW9fFJdX+MjM95bKai97NVka1bt6pfv37F2qOjoxUfHy9JmjdvnmbNmqWMjAyFhobqL3/5i3r27FnNlQIAgLrO6cEIAACgpqjR1xgBAABUJ4IRAACAhWAEAABgIRj9wvz589WqVSt5eHioZ8+e+vLLL6/Yf8WKFbrpppvk4eGhzp07a926dQ7zjTGaPHmymjVrJk9PT0VERCg1NdWhz6lTp/TAAw/I29tbjRo10kMPPaTc3FyHPv/5z3902223ycPDQ0FBQXr11VfLXUtNHd/WrVs1bNgwNWvWTA0bNlRoaKiWLVvmsI74+HjZbDaHj4eHR4k118QxHj58uFj9NptNn3/+eblqqanjmzJlSonja9iwob1PWfehM8Y3ffp09erVSw0aNCj1wa7ff/+9Bg8erAYNGqhp06b6wx/+oIsXLzr02bp1q2655Ra5u7urXbt29htIasMY9+7dq9GjRysoKEienp7q2LGj/vznPxcbX0n7OSMjo8aPT1KJtb///vvFxni1fVgTx1fS369Ln0svXS/r/nPGGA8fPqyHHnpIrVu3lqenp9q2bau4uDgVFBQ4rKeqfguvyMDu/fffN25ubmbRokXm66+/NhMmTDCNGjUymZmZJfbfsWOHcXV1Na+++qrZv3+/eeGFF0z9+vXNvn377H1efvll4+PjY1atWmX27t1rhg4dalq3bm3Onz9v7zNw4EATEhJiPv/8c/Ppp5+adu3amdGjR9vnZ2dnG39/f/PAAw+Yr776yrz33nvG09PTvPXWW+WqpaaOb/r06eaFF14wO3bsMIcOHTJz5swxLi4u5uOPP7b3Wbx4sfH29jbHjh2zfzIyMmrNPkxLSzOSzKZNmxzGUFBQUCf24dmzZx3GdezYMRMcHGyio6PLtQ+dNb7Jkyeb2bNnm9jYWOPj41NsOxcvXjQ333yziYiIMLt37zbr1q0zfn5+ZtKkSfY+3333nWnQoIGJjY01+/fvN3PnzjWurq5m/fr1tWKMf/3rX83TTz9ttm7dar799luzdOlS4+npaebOnWvvs2XLFiPJHDx40GE/FhYW1vjxGWOMJLN48WKH2i9fR1n2YU0d37lz54r9HYyMjDS33367vU9Z9p+zxvjJJ5+Y8ePHmw0bNphvv/3WrF692jRt2tQ899xz9nVU1W/h1RCMLtOjRw/z5JNP2qcLCwtNYGCgmTlzZon9R44caQYPHuzQ1rNnT/Poo48aY4wpKioyAQEBZtasWfb5Z86cMe7u7ua9994zxhizf/9+I8ns3LnT3ueTTz4xNpvNHD161BhjzIIFC4yvr6/Jz8+39/nTn/5kOnToUOZaavL4SjJo0CATExNjn168eHGp/7G7XE0d46VgtHv37lJrr0v7cM+ePUaSSUxMtLeVZR86Y3yXK63GdevWGRcXF4cg9+abbxpvb2/738s//vGPplOnTg7LjRo1ykRGRtaKMZbkiSeeMP369bNPX/phPX36dKnL1OTxSTIrV64stfay7MOaPL7LHT9+3NSvX98sWbLE3laW/WeM88d4yauvvmpat25tn66q38Kr4VSapaCgQMnJyYqIiLC3ubi4KCIiQklJSSUuk5SU5NBfkiIjI+3909LSlJGR4dDHx8dHPXv2tPdJSkpSo0aN1K1bN3ufiIgIubi46IsvvrD36dOnj9zc3By2c/DgQZ0+fbpMtdTk8ZUkOztbjRs3dmjLzc1Vy5YtFRQUpGHDhunrr792mF8bxjh06FA1bdpUvXv31po1a8pVS20Y3yXvvvuu2rdvr9tuu82h/Ur70FnjK4ukpCR17tzZ4YXWkZGRysnJsY/harXU9DGWpKS/h5IUGhqqZs2a6Y477tCOHTtq1fiefPJJ+fn5qUePHlq0aJHMZU+sqal/BytiyZIlatCgge69995i80rbfzVtjL/881cVv4VlQTCyZGVlqbCw0OE/fJLk7+9f4vlXScrIyLhi/0v/vFqfpk2bOsyvV6+eGjdu7NCnpHVcvo2r1VKTx/dLH3zwgXbu3OnwdPMOHTpo0aJFWr16tf7+97+rqKhIvXr10g8//GDvU5PH6OXlpddff10rVqzQv/71L/Xu3VvDhw93CEd1ZR/+9NNPWrZsmR566CGH9qvtQ2eNrywq83cwJydH58+fr/Fj/KXPPvtMy5cv1yOPPGJva9asmRYuXKgPP/xQH374oYKCgtS3b1+lpKTUivG99NJL+uCDD7Rx40bdc889euKJJzR37tyr1nJpH9b08V3ur3/9q+6//355enra2662/6Sasw8PHTqkuXPn6tFHH73qdi7fxtVqKQunvxIEuNyWLVsUExOjd955R506dbK3h4eHO7wfr1evXurYsaPeeust/b//9/+cUWq5+Pn5KTY21j7dvXt3/fjjj5o1a5aGDh3qxMqq3sqVK3X27FlFR0c7tNf2ffhr8tVXX2nYsGGKi4vTnXfeaW/v0KGDOnToYJ/u1auXvv32W73xxhtaunSpM0otlxdffNH+7127dlVeXp5mzZqlp59+2olVVb2kpCQdOHCg2D6pLfvv6NGjGjhwoEaMGKEJEyZU+/Y5YmTx8/OTq6urMjMzHdozMzMVEBBQ4jIBAQFX7H/pn1frc+mOgUsuXryoU6dOOfQpaR2Xb+NqtdTk8V2ybds2DRkyRG+88YbGjRtXYk2X1K9fX127dnV4z15tGOPlevbs6VB/XdiH0s+n0e66665i/9f2S7/ch84aX1lU5u+gt7e3/f/aa/IYL9m/f78GDBigRx55RC+88MJV+/fo0aNW7MOS9OzZUz/88IPy8/OvWMulfVhbxvfuu+8qNDRUYWFhV+17+f6TnL8Pf/zxR/Xr10+9evXS22+/XabtXL6Nq9VSFgQji5ubm8LCwpSQkGBvKyoqUkJCgsP/5V4uPDzcob8kbdy40d6/devWCggIcOiTk5OjL774wt4nPDxcZ86cUXJysr3P5s2bVVRUZH8fXHh4uBITE3XhwgWH7XTo0EG+vr5lqqUmj0/6+TbSwYMH65VXXnE4dF+awsJC7du3T82aNbO31fQx/tKePXsc6q/t+1D6+VqCLVu2FDuNVpJf7kNnja8swsPDtW/fPoeAuHHjRnl7eys4OLhMtdT0MUrS119/rX79+ik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", 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", 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", 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ - "import matplotlib.pyplot as plt\n", "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import matplotlib.animation as animation\n", + "from IPython.display import HTML\n", "\n", "results_folder = \"task17/\"\n", + "data_damaged = np.genfromtxt(results_folder + \"retention_profile.txt\", delimiter=\",\", skip_header=1)\n", + "data_standard = np.genfromtxt(results_folder + \"retention_profile_standard.txt\", delimiter=\",\", skip_header=1)\n", + "times = np.genfromtxt(results_folder + \"derived_quantities.csv\", delimiter=\",\", names=True)[\"ts\"]\n", "\n", - "data_damaged = np.genfromtxt(\n", - " results_folder + \"retention_profile.txt\", delimiter=\",\", names=True\n", - ")\n", - "data_standard = np.genfromtxt(\n", - " results_folder + \"retention_profile_standard.txt\", delimiter=\",\", names=True\n", - ")\n", + "# # Separate the x values and y values for each time step\n", + "x_damaged, y_damaged = data_damaged[:, 0]*1e3, data_damaged [:, 1:]\n", + "x_standard, y_standard = data_standard[:, 0]*1e3, data_standard [:, 1:]\n", "\n", - "t_damage = data_damaged[\"x\"]\n", - "t_standard = data_standard[\"x\"]\n", + "# Set up the figure and axis\n", + "fig, ax = plt.subplots()\n", + "line1, = ax.plot([], [], lw=2, color=\"red\", label=\"damaged\")\n", + "line2, = ax.plot([], [], lw=2, color=\"black\", label=\"standard\")\n", "\n", - "retention_damage_minute = data_damaged[\"t600e01s\"]\n", - "retention_damage_day = data_damaged[\"t864e04s\"]\n", - "retention_damage_week = data_damaged[\"t605e05s\"]\n", - "retention_damage_fpy = data_damaged[\"t315e07s\"]\n", + "# Initialization function to set up the background of each frame\n", + "def init():\n", + " line1.set_data([], [])\n", + " line2.set_data([], [])\n", + " ax.set_xlim(0, 2) \n", + " ax.set_ylim(1e14, 1e26)\n", + " ax.set_yscale(\"log\")\n", + " ax.legend()\n", + " ax.set_xlabel(r\"x (mm)\")\n", + " ax.set_ylabel(r\"T retention (m$^{-3}$)\")\n", + " ax.spines[\"top\"].set_visible(False)\n", + " ax.spines[\"right\"].set_visible(False)\n", "\n", - "retention_standard_minute = data_standard[\"t600e01s\"]\n", - "retention_standard_day = data_standard[\"t864e04s\"]\n", - "retention_standard_week = data_standard[\"t605e05s\"]\n", - "retention_standard_fpy = data_standard[\"t315e07s\"]\n", + " return line1, line2\n", "\n", - "plt.figure()\n", - "plt.title(\"1 minute exposure\")\n", - "plt.plot(t_damage, retention_damage_minute, color=\"red\")\n", - "plt.plot(t_standard, retention_standard_minute, color=\"black\")\n", - "plt.yscale(\"log\")\n", - "plt.ylim(1e14, 1e26)\n", - "plt.xlabel(\"Position (m)\")\n", - "plt.ylabel(\"Retention (m-3)\")\n", + "def animate(i):\n", + " y1 = y_damaged[:, i]\n", + " y2 = y_standard[:, i]\n", + " line1.set_data(x_damaged, y1)\n", + " line2.set_data(x_standard, y2)\n", + " one_min, one_hour, one_day = 60, 3600, 3600 * 24\n", + " t = times[i]\n", + " if t < one_min:\n", + " ax.set_title(f\"Time: {t:.1f} seconds\")\n", + " elif t < one_hour:\n", + " ax.set_title(f\"Time: {t/one_min:.1f} minutes\")\n", + " elif t < one_day:\n", + " ax.set_title(f\"Time: {t/one_hour:.1f} hours\")\n", + " else:\n", + " ax.set_title(f\"Time: {t/one_day:.1f} days\")\n", + " return line1, line2\n", "\n", - "plt.figure()\n", - "plt.title(\"1 day exposure\")\n", - "plt.plot(t_damage, retention_damage_day, color=\"red\")\n", - "plt.plot(t_standard, retention_standard_day, color=\"black\")\n", - "plt.yscale(\"log\")\n", - "plt.ylim(1e14, 1e26)\n", - "plt.xlabel(\"Position (m)\")\n", - "plt.ylabel(\"Retention (m-3)\")\n", + "# Call the animator\n", + "ani = animation.FuncAnimation(fig, animate, init_func=init, frames=y_damaged.shape[1], interval=50, blit=True)\n", "\n", - "plt.figure()\n", - "plt.title(\"1 week exposure\")\n", - "plt.plot(t_damage, retention_damage_week, color=\"red\")\n", - "plt.plot(t_standard, retention_standard_week, color=\"black\")\n", - "plt.yscale(\"log\")\n", - "plt.ylim(1e14, 1e26)\n", - "plt.xlabel(\"Position (m)\")\n", - "plt.ylabel(\"Retention (m-3)\")\n", + "plt.close(fig)\n", "\n", - "plt.figure()\n", - "plt.title(\"1 year exposure\")\n", - "plt.plot(t_damage, retention_damage_fpy, color=\"red\")\n", - "plt.plot(t_standard, retention_standard_fpy, color=\"black\")\n", - "plt.yscale(\"log\")\n", - "plt.ylim(1e14, 1e26)\n", - "plt.xlabel(\"Position (m)\")\n", - "plt.ylabel(\"Retention (m-3)\")" + "# Display the animation in the Jupyter Notebook\n", + "HTML(ani.to_jshtml())" ] } ], From 46e1a5beb1b04565c0dff9ff1c787ad0cb77ff50 Mon Sep 17 00:00:00 2001 From: RemDelaporteMathurin Date: Fri, 2 Aug 2024 15:53:13 +0200 Subject: [PATCH 6/7] refactoring --- tasks/task17.ipynb | 149229 +++++++++++++++++++++--------------------- 1 file changed, 73109 insertions(+), 76120 deletions(-) diff --git a/tasks/task17.ipynb b/tasks/task17.ipynb index 6e61e64..84be0d8 100644 --- a/tasks/task17.ipynb +++ b/tasks/task17.ipynb @@ -9,16 +9,9 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 1, "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[DESKTOP-6T0UN3L:195315] mca_base_component_repository_open: unable to open mca_btl_openib: librdmacm.so.1: cannot open shared object file: No such file or directory (ignored)\n" - ] - }, { "name": "stdout", "output_type": "stream", @@ -28,22 +21,7 @@ "Defining source terms\n", "Defining boundary conditions\n", "Time stepping...\n", - "0.0 % 6.1e-01 s Elapsed time so far: 0.2 s\r" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/jdark/anaconda3/envs/festim-env/lib/python3.11/site-packages/festim/exports/derived_quantities/derived_quantities.py:129: DeprecationWarning: The current derived_quantities title style will be deprecated in a future release, please use show_units=True instead\n", - " warnings.warn(\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "100.0 % 3.2e+07 s Elapsed time so far: 52.9 s\n" + "100.0 % 3.2e+07 s Elapsed time so far: 43.6 s\n" ] } ], @@ -56,7 +34,6 @@ "\n", "# common values\n", "atom_density_W = 6.3222e28\n", - "k_B = F.k_B # eV K-1\n", "minute = 60\n", "day = minute * 60 * 24\n", "week = day * 7\n", @@ -67,11 +44,13 @@ "\n", "# define materials\n", "tungsten = F.Material(D_0=D.pre_exp.magnitude, E_D=D.act_energy.magnitude, id=1)\n", - "my_model.materials = F.Materials([tungsten])\n", + "my_model.materials = tungsten\n", + "\n", "\n", "# define traps\n", + "lambda_val = 1.1e-10 # m\n", "trap_W_1 = F.Trap(\n", - " k_0=tungsten.D_0 / (1.1e-10**2 * 6 * atom_density_W),\n", + " k_0=tungsten.D_0 / (lambda_val**2 * 6 * atom_density_W),\n", " E_k=tungsten.E_D,\n", " p_0=1e13,\n", " E_p=1.04,\n", @@ -79,7 +58,7 @@ " materials=tungsten,\n", ")\n", "trap_W_damage_4 = F.NeutronInducedTrap(\n", - " k_0=tungsten.D_0 / (1.1e-10**2 * 6 * atom_density_W),\n", + " k_0=tungsten.D_0 / (lambda_val**2 * 6 * atom_density_W),\n", " E_k=tungsten.E_D,\n", " p_0=1e13,\n", " E_p=1.85,\n", @@ -91,18 +70,13 @@ " materials=tungsten,\n", ")\n", "\n", - "my_model.traps = F.Traps(\n", - " [\n", - " trap_W_1,\n", - " trap_W_damage_4,\n", - " ]\n", - ")\n", + "my_model.traps = [trap_W_1, trap_W_damage_4]\n", "\n", "vertices = np.linspace(0, 2e-03, num=1000)\n", "my_model.mesh = F.MeshFromVertices(vertices)\n", "\n", "# define temperature\n", - "my_model.T = F.Temperature(value=800)\n", + "my_model.T = 800\n", "\n", "# define boundary conditions\n", "my_model.boundary_conditions = [\n", @@ -119,17 +93,15 @@ "results_folder = \"task17/\"\n", "my_derived_quantities = F.DerivedQuantities(\n", " [F.TotalVolume(\"solute\", volume=1)],\n", - " filename=results_folder + \"derived_quantities.csv\",\n", - ")\n", - "my_model.exports = F.Exports(\n", - " [\n", - " F.TXTExport(\n", - " field=\"retention\",\n", - " filename=results_folder + \"retention_profile.txt\",\n", - " ),\n", - " my_derived_quantities\n", - " ]\n", + " show_units=True,\n", ")\n", + "my_model.exports = [\n", + " F.TXTExport(\n", + " field=\"retention\",\n", + " filename=results_folder + \"retention_profile.txt\",\n", + " ),\n", + " my_derived_quantities,\n", + "]\n", "\n", "# define settings\n", "my_model.dt = F.Stepsize(\n", @@ -142,7 +114,6 @@ " final_time=fpy,\n", " absolute_tolerance=1e10,\n", " relative_tolerance=1e-10,\n", - " maximum_iterations=30,\n", ")\n", "\n", "# run simulation\n", @@ -152,7 +123,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -164,77 +135,28 @@ "Defining source terms\n", "Defining boundary conditions\n", "Time stepping...\n", - "0.0 % 4.6e-01 s Elapsed time so far: 0.2 s\r" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/jdark/anaconda3/envs/festim-env/lib/python3.11/site-packages/festim/exports/derived_quantities/derived_quantities.py:129: DeprecationWarning: The current derived_quantities title style will be deprecated in a future release, please use show_units=True instead\n", - " warnings.warn(\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0.0 % 3.6e+01 s Elapsed time so far: 2.7 s\r" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "100.0 % 3.2e+07 s Elapsed time so far: 38.4 s\n" + "100.0 % 3.2e+07 s Elapsed time so far: 32.3 s\n" ] } ], "source": [ - "my_standard_model = F.Simulation(\n", - " log_level=40,\n", - " materials=F.Materials([tungsten]),\n", - " traps=F.Traps([trap_W_1]),\n", - " mesh=F.MeshFromVertices(vertices),\n", - " temperature=F.Temperature(800),\n", - " boundary_conditions=[\n", - " F.ImplantationDirichlet(\n", - " surfaces=1,\n", - " phi=1e20,\n", - " R_p=3e-09,\n", - " D_0=tungsten.D_0,\n", - " E_D=tungsten.E_D,\n", - " )\n", - " ],\n", - " exports=F.Exports(\n", - " [\n", - " F.TXTExport(\n", - " field=\"retention\",\n", - " filename=results_folder + \"retention_profile_standard.txt\",\n", - " ),\n", - " my_derived_quantities\n", - " ]\n", - " ),\n", - " dt=F.Stepsize(\n", - " initial_value=0.1,\n", - " stepsize_change_ratio=1.1,\n", - " dt_min=1e-1,\n", - " ),\n", - " settings=F.Settings(\n", - " transient=True,\n", - " final_time=fpy,\n", - " absolute_tolerance=1e05,\n", - " relative_tolerance=1e-10,\n", - " ),\n", - ")\n", + "my_standard_model = my_model\n", "\n", + "my_standard_model.traps = [trap_W_1]\n", + "my_standard_model.exports = [\n", + " F.TXTExport(\n", + " field=\"retention\",\n", + " filename=results_folder + \"retention_profile_standard.txt\",\n", + " ),\n", + " my_derived_quantities,\n", + "]\n", "my_standard_model.initialise()\n", "my_standard_model.run()" ] }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -425,42 +347,42 @@ "\n", "\n", "
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"metadata": {}, "output_type": "execute_result" } @@ -76998,24 +73978,29 @@ "from IPython.display import HTML\n", "\n", "results_folder = \"task17/\"\n", - "data_damaged = np.genfromtxt(results_folder + \"retention_profile.txt\", delimiter=\",\", skip_header=1)\n", - "data_standard = np.genfromtxt(results_folder + \"retention_profile_standard.txt\", delimiter=\",\", skip_header=1)\n", - "times = np.genfromtxt(results_folder + \"derived_quantities.csv\", delimiter=\",\", names=True)[\"ts\"]\n", + "data_damaged = np.genfromtxt(\n", + " results_folder + \"retention_profile.txt\", delimiter=\",\", skip_header=1\n", + ")\n", + "data_standard = np.genfromtxt(\n", + " results_folder + \"retention_profile_standard.txt\", delimiter=\",\", skip_header=1\n", + ")\n", + "times = my_derived_quantities.t\n", "\n", "# # Separate the x values and y values for each time step\n", - "x_damaged, y_damaged = data_damaged[:, 0]*1e3, data_damaged [:, 1:]\n", - "x_standard, y_standard = data_standard[:, 0]*1e3, data_standard [:, 1:]\n", + "x_damaged, y_damaged = data_damaged[:, 0] * 1e3, data_damaged[:, 1:]\n", + "x_standard, y_standard = data_standard[:, 0] * 1e3, data_standard[:, 1:]\n", "\n", "# Set up the figure and axis\n", "fig, ax = plt.subplots()\n", - "line1, = ax.plot([], [], lw=2, color=\"red\", label=\"damaged\")\n", - "line2, = ax.plot([], [], lw=2, color=\"black\", label=\"standard\")\n", + "(line1,) = ax.plot([], [], lw=2, color=\"red\", label=\"damaged\")\n", + "(line2,) = ax.plot([], [], lw=2, color=\"black\", label=\"standard\")\n", + "\n", "\n", "# Initialization function to set up the background of each frame\n", "def init():\n", " line1.set_data([], [])\n", " line2.set_data([], [])\n", - " ax.set_xlim(0, 2) \n", + " ax.set_xlim(0, 2)\n", " ax.set_ylim(1e14, 1e26)\n", " ax.set_yscale(\"log\")\n", " ax.legend()\n", @@ -77026,13 +74011,14 @@ "\n", " return line1, line2\n", "\n", + "\n", "def animate(i):\n", " y1 = y_damaged[:, i]\n", " y2 = y_standard[:, i]\n", " line1.set_data(x_damaged, y1)\n", " line2.set_data(x_standard, y2)\n", " one_min, one_hour, one_day = 60, 3600, 3600 * 24\n", - " t = times[i]\n", + " t = times[i] # NOTE this only works because both models have the same timesteps\n", " if t < one_min:\n", " ax.set_title(f\"Time: {t:.1f} seconds\")\n", " elif t < one_hour:\n", @@ -77043,8 +74029,11 @@ " ax.set_title(f\"Time: {t/one_day:.1f} days\")\n", " return line1, line2\n", "\n", + "\n", "# Call the animator\n", - "ani = animation.FuncAnimation(fig, animate, init_func=init, frames=y_damaged.shape[1], interval=50, blit=True)\n", + "ani = animation.FuncAnimation(\n", + " fig, animate, init_func=init, frames=y_damaged.shape[1], interval=50, blit=True\n", + ")\n", "\n", "plt.close(fig)\n", "\n", From d56aa773e9bc84200ca7d3b096384fe10df5f0c0 Mon Sep 17 00:00:00 2001 From: J Dark Date: Fri, 2 Aug 2024 19:45:05 +0200 Subject: [PATCH 7/7] added some text --- tasks/task17.ipynb | 149404 +++++++++++++++++++++--------------------- 1 file changed, 76242 insertions(+), 73162 deletions(-) diff --git a/tasks/task17.ipynb b/tasks/task17.ipynb index 84be0d8..1be4238 100644 --- a/tasks/task17.ipynb +++ b/tasks/task17.ipynb @@ -4,52 +4,76 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Damaged induced traps" + "# Damaged induced traps\n", + "\n", + "This task will demonstrate how to model dynamic extrinsic traps in a FESTIM model. \n", + "\n", + "Research indicates that neutron-like damage in materials creates defects that trap hydrogen, potentially increasing hydrogen retention, which eventually saturates after a certain damage level. A proposed model aims to predict the temporal evolution of these damage-induced trap densities, considering the competition between hydrogen migration and trapping properties.\n", + "\n", + "$$\n", + "\\dfrac{\\partial n_{i}}{\\partial t} = \\Phi \\cdot K \\left[1-\\dfrac{n_{i}}{n_{\\mathrm{max,}\\Phi}}\\right] - A \\cdot n_{i}\n", + "$$\n", + "\n", + "This equation describes the temporal evolution of trap density $n_{i}$.\n", + "The creation term, $\\Phi \\cdot K \\left[1-\\frac{n_{i}}{n_{\\mathrm{max},\\Phi}}\\right]$, describes the number of traps formed by damage to a given saturation point $n_{\\mathrm{max},\\Phi}$.\n", + "$\\Phi$ is the damage rate in dpa $\\text{s}^{-1}$, and can vary spatially.\n", + "$K$ is the trap creation factor in traps $\\text{m}^{-3} \\text{dpa}^{-1}$.\n", + "$A$ is the trap annealing factor in $\\text{s}^{-1}$ and is described as an Arrhenius law where $A = A_{0} \\cdot \\exp(-E_{A}/(k_{B} \\cdot T))$.\n", + "\n", + "We can use festim to show how such a trap may influence hydrogen retention in tungsten.\n", + "\n", + "We will consider 2 models of 2mm of tungsten, one with a standard intrinsic trap, and another with a neutron-damage induced trap." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## FESTIM models\n", + "\n", + "Let's start with a mesh and material properties. We will consider the diffusion transport properties from Frauenfelder. " ] }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 59, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Defining initial values\n", - "Defining variational problem\n", - "Defining source terms\n", - "Defining boundary conditions\n", - "Time stepping...\n", - "100.0 % 3.2e+07 s Elapsed time so far: 43.6 s\n" - ] - } - ], + "outputs": [], "source": [ "import numpy as np\n", "import festim as F\n", "import h_transport_materials as htm\n", "\n", - "D = htm.diffusivities.filter(material=\"tungsten\").filter(author=\"frauenfelder\")[0]\n", - "\n", - "# common values\n", - "atom_density_W = 6.3222e28\n", - "minute = 60\n", - "day = minute * 60 * 24\n", - "week = day * 7\n", - "fpy = day * 365\n", - "dpa = 5\n", - "\n", - "my_model = F.Simulation(log_level=40)\n", + "# define mesh\n", + "my_mesh = F.MeshFromVertices(np.linspace(0, 2e-03, num=1000))\n", "\n", "# define materials\n", + "D = htm.diffusivities.filter(material=\"tungsten\").filter(author=\"frauenfelder\")[0]\n", "tungsten = F.Material(D_0=D.pre_exp.magnitude, E_D=D.act_energy.magnitude, id=1)\n", - "my_model.materials = tungsten\n", - "\n", + "my_materials = F.Materials(\n", + " [F.Material(D_0=D.pre_exp.magnitude, E_D=D.act_energy.magnitude, id=1)]\n", + ")\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Next we can define the intrinsic and damage-induced extrinsic trap. We will consider the tungsten is being damaged at a rate of 5 dpa/fpy." + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "metadata": {}, + "outputs": [], + "source": [ "\n", "# define traps\n", "lambda_val = 1.1e-10 # m\n", - "trap_W_1 = F.Trap(\n", + "atom_density_W = 6.3222e28\n", + "\n", + "trap_W = F.Trap(\n", " k_0=tungsten.D_0 / (lambda_val**2 * 6 * atom_density_W),\n", " E_k=tungsten.E_D,\n", " p_0=1e13,\n", @@ -57,29 +81,43 @@ " density=2.4e22,\n", " materials=tungsten,\n", ")\n", - "trap_W_damage_4 = F.NeutronInducedTrap(\n", + "\n", + "fpy = 3600 * 24 * 365\n", + "trap_W_damage = F.NeutronInducedTrap(\n", " k_0=tungsten.D_0 / (lambda_val**2 * 6 * atom_density_W),\n", " E_k=tungsten.E_D,\n", " p_0=1e13,\n", " E_p=1.85,\n", " A_0=6.1838e-03,\n", " E_A=0.30,\n", - " phi=dpa / fpy,\n", + " phi=5 / fpy,\n", " K=5.0e26,\n", " n_max=4.7e25,\n", " materials=tungsten,\n", - ")\n", - "\n", - "my_model.traps = [trap_W_1, trap_W_damage_4]\n", + ")\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Next we can define the other necessary parameters. The tungsten will be modelled at constant temperature of 800K and subjected to a source of hydrogen implanting on one surface at a flux of $10^{20}$ with an associated implantation depth of 3nm.\n", "\n", - "vertices = np.linspace(0, 2e-03, num=1000)\n", - "my_model.mesh = F.MeshFromVertices(vertices)\n", + "The simulation will be a transient simulating exposure in a full power year (fpy)." + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "metadata": {}, + "outputs": [], + "source": [ "\n", "# define temperature\n", - "my_model.T = 800\n", + "temperature = 800\n", "\n", "# define boundary conditions\n", - "my_model.boundary_conditions = [\n", + "my_boundary_conditions = [\n", " F.ImplantationDirichlet(\n", " surfaces=1,\n", " phi=1e20,\n", @@ -90,40 +128,39 @@ "]\n", "\n", "# define exports\n", - "results_folder = \"task17/\"\n", - "my_derived_quantities = F.DerivedQuantities(\n", - " [F.TotalVolume(\"solute\", volume=1)],\n", - " show_units=True,\n", - ")\n", - "my_model.exports = [\n", - " F.TXTExport(\n", - " field=\"retention\",\n", - " filename=results_folder + \"retention_profile.txt\",\n", + "my_exports = [\n", + " F.DerivedQuantities(\n", + " [F.TotalVolume(\"solute\", volume=1)],\n", + " show_units=True,\n", " ),\n", - " my_derived_quantities,\n", "]\n", "\n", - "# define settings\n", - "my_model.dt = F.Stepsize(\n", + "# define temporal settings\n", + "my_dt = F.Stepsize(\n", " initial_value=0.1,\n", " stepsize_change_ratio=1.1,\n", " dt_min=1e-1,\n", ")\n", - "my_model.settings = F.Settings(\n", + "\n", + "# define settings\n", + "my_settings = F.Settings(\n", " transient=True,\n", " final_time=fpy,\n", " absolute_tolerance=1e10,\n", " relative_tolerance=1e-10,\n", - ")\n", - "\n", - "# run simulation\n", - "my_model.initialise()\n", - "my_model.run()" + ")\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's now create a `F.Simulation()` object and fill it with parameters for a standard case and run the model:" ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 62, "metadata": {}, "outputs": [ { @@ -135,28 +172,95 @@ "Defining source terms\n", "Defining boundary conditions\n", "Time stepping...\n", - "100.0 % 3.2e+07 s Elapsed time so far: 32.3 s\n" + "100.0 % 3.2e+07 s Elapsed time so far: 37.0 s\n" ] } ], "source": [ - "my_standard_model = my_model\n", - "\n", - "my_standard_model.traps = [trap_W_1]\n", - "my_standard_model.exports = [\n", + "results_folder = \"task17/\"\n", + "my_exports_standard = my_exports + [\n", " F.TXTExport(\n", " field=\"retention\",\n", " filename=results_folder + \"retention_profile_standard.txt\",\n", - " ),\n", - " my_derived_quantities,\n", + " )\n", "]\n", + "\n", + "my_standard_model = F.Simulation(\n", + " log_level=40,\n", + " mesh=my_mesh,\n", + " materials=my_materials,\n", + " boundary_conditions=my_boundary_conditions,\n", + " traps=F.Traps([trap_W]),\n", + " temperature=temperature,\n", + " exports=my_exports_standard,\n", + " dt=my_dt,\n", + " settings=my_settings\n", + ")\n", "my_standard_model.initialise()\n", - "my_standard_model.run()" + "my_standard_model.run()\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's run another simulation but accounting for the damage-induced trap:" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Defining initial values\n", + "Defining variational problem\n", + "Defining source terms\n", + "Defining boundary conditions\n", + "Time stepping...\n", + "100.0 % 3.2e+07 s Elapsed time so far: 40.8 s\n" + ] + } + ], + "source": [ + "\n", + "my_exports_damaged = my_exports + [\n", + " F.TXTExport(\n", + " field=\"retention\",\n", + " filename=results_folder + \"retention_profile_damaged.txt\",\n", + " )\n", + "]\n", + "my_damaged_model = F.Simulation(\n", + " log_level=40,\n", + " mesh=my_mesh,\n", + " materials=my_materials,\n", + " boundary_conditions=my_boundary_conditions,\n", + " traps=F.Traps([trap_W, trap_W_damage]),\n", + " temperature=temperature,\n", + " exports=my_exports_damaged,\n", + " dt=my_dt,\n", + " settings=my_settings\n", + ")\n", + "my_damaged_model.initialise()\n", + "my_damaged_model.run()\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Results\n", + "\n", + "We can plot the concentration profiles with or without the damage included over time in a GIF.\n", + "With very high levels of damage, it is clear that damage induced traps could have a huge impact on the results." ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 64, "metadata": {}, "outputs": [ { @@ -347,42 +451,42 @@ "\n", "\n", "
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skip_header=1\n", - ")\n", "data_standard = np.genfromtxt(\n", " results_folder + \"retention_profile_standard.txt\", delimiter=\",\", skip_header=1\n", ")\n", - "times = my_derived_quantities.t\n", + "data_damaged = np.genfromtxt(\n", + " results_folder + \"retention_profile_damaged.txt\", delimiter=\",\", skip_header=1\n", + ")\n", + "times = my_damaged_model.exports[0].t\n", "\n", - "# # Separate the x values and y values for each time step\n", - "x_damaged, y_damaged = data_damaged[:, 0] * 1e3, data_damaged[:, 1:]\n", + "# Separate the x values and y values for each time step\n", "x_standard, y_standard = data_standard[:, 0] * 1e3, data_standard[:, 1:]\n", + "x_damaged, y_damaged = data_damaged[:, 0] * 1e3, data_damaged[:, 1:]\n", "\n", "# Set up the figure and axis\n", "fig, ax = plt.subplots()\n", - "(line1,) = ax.plot([], [], lw=2, color=\"red\", label=\"damaged\")\n", - "(line2,) = ax.plot([], [], lw=2, color=\"black\", label=\"standard\")\n", - "\n", + "(line1,) = ax.plot([], [], lw=2, color=\"black\", label=\"standard\")\n", + "(line2,) = ax.plot([], [], lw=2, color=\"red\", label=\"damaged\")\n", "\n", "# Initialization function to set up the background of each frame\n", "def init():\n", @@ -74013,10 +77093,10 @@ "\n", "\n", "def animate(i):\n", - " y1 = y_damaged[:, i]\n", - " y2 = y_standard[:, i]\n", - " line1.set_data(x_damaged, y1)\n", - " line2.set_data(x_standard, y2)\n", + " y1 = y_standard[:, i]\n", + " y2 = y_damaged[:, i]\n", + " line1.set_data(x_standard, y1)\n", + " line2.set_data(x_damaged, y2)\n", " one_min, one_hour, one_day = 60, 3600, 3600 * 24\n", " t = times[i] # NOTE this only works because both models have the same timesteps\n", " if t < one_min:\n",