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@tonyfast
Last active November 2, 2023 21:05
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a revision of a pycalphad documentation page as literate program.
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Plotting Isobaric Binary Phase Diagrams with `binplot`"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import pycalphad, pycalphad.variables as V; binary_phase_diagram = pycalphad.binplot"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"## Use case: Compute the FCC Al-Zn phase diagram \n",
"\n",
"[S. Mey, _et al._(1993)](https://www.sciencedirect.com/science/article/abs/pii/036459169390011Y) present the Al-Zn binary phase diagram. This use case illustrates how to reproduce this classic example with `pycalphad`.\n",
"\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"the `binary_phase_diagram` method expects at least the `database`, `components`, `phases`, and `conditions` positional arguments."
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"\u001b[0;31mSignature:\u001b[0m\n",
"\u001b[0mbinary_phase_diagram\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\u001b[0m\n",
"\u001b[0;34m\u001b[0m \u001b[0mdatabase\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
"\u001b[0;34m\u001b[0m \u001b[0mcomponents\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
"\u001b[0;34m\u001b[0m \u001b[0mphases\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
"\u001b[0;34m\u001b[0m \u001b[0mconditions\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
"\u001b[0;34m\u001b[0m \u001b[0mplot_kwargs\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
"\u001b[0;34m\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mmap_kwargs\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n",
"\u001b[0;34m\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;31mDocstring:\u001b[0m\n",
"Calculate the binary isobaric phase diagram.\n",
"\n",
"This function is a convenience wrapper around map_binary() and plot_boundaries()\n",
"\n",
"Parameters\n",
"----------\n",
"database : Database\n",
" Thermodynamic database containing the relevant parameters.\n",
"components : list\n",
" Names of components to consider in the calculation.\n",
"phases : list\n",
" Names of phases to consider in the calculation.\n",
"conditions : dict\n",
" Maps StateVariables to values and/or iterables of values.\n",
" For binplot only one changing composition and one potential coordinate each is supported.\n",
"eq_kwargs : dict, optional\n",
" Keyword arguments to use in equilibrium() within map_binary(). If\n",
" eq_kwargs is defined in map_kwargs, this argument takes precedence.\n",
"map_kwargs : dict, optional\n",
" Additional keyword arguments to map_binary().\n",
"plot_kwargs : dict, optional\n",
" Keyword arguments to plot_boundaries().\n",
"\n",
"Returns\n",
"-------\n",
"Axes\n",
" Matplotlib Axes of the phase diagram\n",
"\n",
"Examples\n",
"--------\n",
"None yet.\n",
"\u001b[0;31mFile:\u001b[0m ~/Documents/pycalphad/pycalphad/plot/binary/plot.py\n",
"\u001b[0;31mType:\u001b[0m function"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"binary_phase_diagram?"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"AlZn = pycalphad.Database('alzn_mey.tdb')\n",
"components = ['AL', 'ZN', 'VA']\n",
"phases = ['LIQUID', 'FCC_A1', 'HCP_A3']\n",
"conditions = {V.X('ZN'):(0,1,0.02), V.T: (300, 1000, 10), V.P:101325, V.N: 1}"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/tbone/Documents/pycalphad/pycalphad/core/lower_convex_hull.py:153: RuntimeWarning: invalid value encountered in scalar divide\n",
" result_array_GM_values[it.multi_index] = new_energy / molesum\n"
]
},
{
"data": {
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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"binary_phase_diagram(AlZn, components, phases, conditions);"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Use case: Al-Mg binary phase diagram\n",
"\n",
"Y. Zhong, M. Yang, Z.-K. Liu, CALPHAD 29 (2005) 303-311 doi:[10.1016/j.calphad.2005.08.004](https://doi.org/10.1016/j.calphad.2005.08.004)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"AlMg = pycalphad.Database('Al-Mg_Zhong.tdb')\n",
"binary_phase_diagram( \n",
" database = AlMg,\n",
" components = ['AL', 'MG', 'VA'],\n",
" phases = AlMg.phases.keys(),\n",
" conditions = {V.N: 1, V.P:101325, V.T: (300, 1000, 10), V.X('MG'):(0, 1, 0.02)},\n",
");"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Al-Ni (Dupin, 2001)\n",
"\n",
"Components and conditions can also be stored as variables and passed to binplot.\n",
"\n",
"N. Dupin, I. Ansara, B. Sundman, CALPHAD 25(2) (2001) 279-298 doi:[10.1016/S0364-5916(01)00049-9](https://doi.org/10.1016/S0364-5916(01)00049-9)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"AlNi = pycalphad.Database('NI_AL_DUPIN_2001.TDB')\n",
"binary_phase_diagram( \n",
" database = AlNi,\n",
" components = ['AL', 'NI', 'VA'],\n",
" phases = AlNi.phases.keys(),\n",
" conditions = {\n",
" V.N: 1, V.P: 101325,\n",
" V.T: (300, 2000, 10), # (start, stop, step)\n",
" V.X('AL'): (1e-5, 1, 0.02), # (start, stop, step)\n",
" },\n",
");"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Al-Fe (M. Seiersten, 1991)\n",
"\n",
"Removing tielines"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"AlFe = pycalphad.Database('alfe_sei.TDB')\n",
"binary_phase_diagram( \n",
" database = AlFe,\n",
" components = ['AL', 'FE', 'VA'],\n",
" phases = ['LIQUID', 'B2_BCC', 'FCC_A1', 'HCP_A3', 'AL5FE2', 'AL2FE', 'AL13FE4', 'AL5FE4'],\n",
" conditions = {V.X('AL'):(0,1,0.01), V.T: (300, 2000, 10), V.P:101325},\n",
" plot_kwargs={'tielines': False}\n",
");"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Nb-Re (Liu, 2013)\n",
"\n",
"X.L. Liu, C.Z. Hargather, Z.-K. Liu, CALPHAD 41 (2013) 119-127 doi:[10.1016/j.calphad.2013.02.006](https://doi.org/10.1016/j.calphad.2013.02.006)"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"NbRe = pycalphad.Database('nbre_liu.tdb')\n",
"binary_phase_diagram( \n",
" database = NbRe,\n",
" components = ['NB', 'RE'],\n",
" phases = ['CHI_RENB', 'SIGMARENB', 'FCC_RENB', 'LIQUID_RENB', 'BCC_RENB', 'HCP_RENB'],\n",
" conditions = {V.X('RE'): (0,1,0.01), V.T: (1000, 3500, 20), V.P:101325},\n",
");"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"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": "3.11.3"
},
"vscode": {
"interpreter": {
"hash": "dffc026621927c134bf51c98cc1a2a1db0bb9758f5626f77d77eb66ad657b830"
}
},
"widgets": {
"application/vnd.jupyter.widget-state+json": {
"state": {},
"version_major": 2,
"version_minor": 0
}
}
},
"nbformat": 4,
"nbformat_minor": 4
}
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