{ "cells": [ { "cell_type": "markdown", "id": "eb52046e-b278-4693-948f-9384a87a0b4a", "metadata": {}, "source": [ "# Mg/Ca Worked Example\n", "\n", "In practice, you will calculate the free energies for each phase from some method (e.g. [calphy](https://calphy.org/en/latest/))\n", "and then use `landau` for the plotting. This data was obtained from Atomic Cluster Expansion models run by `calphy`." ] }, { "cell_type": "markdown", "id": "696de56f-f276-456f-ad81-0c3bf139dcc1", "metadata": {}, "source": [ "## Load Free Energies into Landau\n", "\n", "Here, we read the free energies as a function of temperature from a dataframe." ] }, { "cell_type": "markdown", "id": "d720fd62-82e2-4dfe-8868-d728e04a397c", "metadata": {}, "source": [ "### Prelude" ] }, { "cell_type": "code", "execution_count": 2, "id": "c1ddbd38-f0ae-412b-9df8-8e28e4f7cd4f", "metadata": { "tags": [] }, "outputs": [], "source": [ "import pandas as pd\n", "import landau as ld" ] }, { "cell_type": "markdown", "id": "adc3eacf-8665-4679-b00d-a9ae5cec6eee", "metadata": {}, "source": [ "### Load Free Energies" ] }, { "cell_type": "code", "execution_count": 3, "id": "93a0a6d5-2285-4b8d-b537-6cc2953a2e9a", "metadata": { "tags": [] }, "outputs": [], "source": [ "df = pd.read_pickle(\"MgCaFreeEnergies.pckl.gz\")" ] }, { "cell_type": "code", "execution_count": 4, "id": "3d101e3e-69e4-405a-a02d-bd363d2445c8", "metadata": { "tags": [] }, "outputs": [], "source": [ "def build(row):\n", " return ld.phases.TemperatureDependentLinePhase(row.phase, row.composition, row.temperature, row.free_energy, interpolator=ld.interpolate.SGTE(4))" ] }, { "cell_type": "code", "execution_count": 5, "id": "9e6848cf-12bc-48f7-9415-1fb293ac48e3", "metadata": { "tags": [] }, "outputs": [], "source": [ "df['phaseobj'] = df.apply(build, axis=1)" ] }, { "cell_type": "code", "execution_count": 6, "id": "24f0659a-2f29-4279-ab1f-39555809b3a7", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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phasecompositiontemperaturefree_energystatephaseobj
0hcp Mg0.000000[300.0, 300.0042000588008, 300.0084002352066, ...[-1.5225154593605692, -1.5225168694102966, -1....solidTemperatureDependentLinePhase(\"hcp Mg\")
1bcc Ca1.000000[300.0, 300.00461545700705, 300.0092310560326,...[-1.9342844504225414, -1.9342865724018383, -1....solidTemperatureDependentLinePhase(\"bcc Ca\")
2Mg$_2$Ca0.333333[300.0, 300.0042000588008, 300.0084002352066, ...[-1.781469669607899, -1.7814711895104098, -1.7...solidTemperatureDependentLinePhase(\"Mg$_2$Ca\")
4fcc Ca1.000000[300.0, 300.0042000588008, 300.0084002352066, ...[-1.9365957848456883, -1.9365976398227, -1.936...solidTemperatureDependentLinePhase(\"fcc Ca\")
14liquid0.333273[800.0, 800.0053333635558, 800.0106667982238, ...[-2.020797043491122, -2.020801126471374, -2.02...liquidTemperatureDependentLinePhase(\"liquid\")
15liquid0.666636[800.0, 800.0053333635558, 800.0106667982238, ...[-2.161913993730873, -2.1619183103650097, -2.1...liquidTemperatureDependentLinePhase(\"liquid\")
18liquid0.000000[600.0, 600.0060000600006, 600.0120002400048, ...[-1.632069098400621, -1.6320727216435675, -1.6...liquidTemperatureDependentLinePhase(\"liquid\")
19liquid1.000000[1000.0, 1000.0057143126531, 1000.011428690613...[-2.3851575945277173, -2.3851625203296583, -2....liquidTemperatureDependentLinePhase(\"liquid\")
22liquid0.166636[800.0, 800.0053333635558, 800.0106667982238, ...[-1.9109840875275999, -1.9109880541330522, -1....liquidTemperatureDependentLinePhase(\"liquid\")
23liquid0.500000[800.0, 800.0053333635558, 800.0106667982238, ...[-2.1026342137400933, -2.102638434385509, -2.1...liquidTemperatureDependentLinePhase(\"liquid\")
24liquid0.833273[800.0, 800.0053333635558, 800.0106667982238, ...[-2.2026799550501632, -2.2026842763304164, -2....liquidTemperatureDependentLinePhase(\"liquid\")
\n", "
" ], "text/plain": [ " phase composition temperature \\\n", "0 hcp Mg 0.000000 [300.0, 300.0042000588008, 300.0084002352066, ... \n", "1 bcc Ca 1.000000 [300.0, 300.00461545700705, 300.0092310560326,... \n", "2 Mg$_2$Ca 0.333333 [300.0, 300.0042000588008, 300.0084002352066, ... \n", "4 fcc Ca 1.000000 [300.0, 300.0042000588008, 300.0084002352066, ... \n", "14 liquid 0.333273 [800.0, 800.0053333635558, 800.0106667982238, ... \n", "15 liquid 0.666636 [800.0, 800.0053333635558, 800.0106667982238, ... \n", "18 liquid 0.000000 [600.0, 600.0060000600006, 600.0120002400048, ... \n", "19 liquid 1.000000 [1000.0, 1000.0057143126531, 1000.011428690613... \n", "22 liquid 0.166636 [800.0, 800.0053333635558, 800.0106667982238, ... \n", "23 liquid 0.500000 [800.0, 800.0053333635558, 800.0106667982238, ... \n", "24 liquid 0.833273 [800.0, 800.0053333635558, 800.0106667982238, ... \n", "\n", " free_energy state \\\n", "0 [-1.5225154593605692, -1.5225168694102966, -1.... solid \n", "1 [-1.9342844504225414, -1.9342865724018383, -1.... solid \n", "2 [-1.781469669607899, -1.7814711895104098, -1.7... solid \n", "4 [-1.9365957848456883, -1.9365976398227, -1.936... solid \n", "14 [-2.020797043491122, -2.020801126471374, -2.02... liquid \n", "15 [-2.161913993730873, -2.1619183103650097, -2.1... liquid \n", "18 [-1.632069098400621, -1.6320727216435675, -1.6... liquid \n", "19 [-2.3851575945277173, -2.3851625203296583, -2.... liquid \n", "22 [-1.9109840875275999, -1.9109880541330522, -1.... liquid \n", "23 [-2.1026342137400933, -2.102638434385509, -2.1... liquid \n", "24 [-2.2026799550501632, -2.2026842763304164, -2.... liquid \n", "\n", " phaseobj \n", "0 TemperatureDependentLinePhase(\"hcp Mg\") \n", "1 TemperatureDependentLinePhase(\"bcc Ca\") \n", "2 TemperatureDependentLinePhase(\"Mg$_2$Ca\") \n", "4 TemperatureDependentLinePhase(\"fcc Ca\") \n", "14 TemperatureDependentLinePhase(\"liquid\") \n", "15 TemperatureDependentLinePhase(\"liquid\") \n", "18 TemperatureDependentLinePhase(\"liquid\") \n", "19 TemperatureDependentLinePhase(\"liquid\") \n", "22 TemperatureDependentLinePhase(\"liquid\") \n", "23 TemperatureDependentLinePhase(\"liquid\") \n", "24 TemperatureDependentLinePhase(\"liquid\") " ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df" ] }, { "cell_type": "code", "execution_count": 7, "id": "367a2fba-afa2-48ab-9e7a-cc0ab88c35d9", "metadata": { "tags": [] }, "outputs": [], "source": [ "def combine(dd):\n", " if len(dd) == 1:\n", " return dd.phaseobj.iloc[0]\n", " else:\n", " return ld.phases.InterpolatingPhase(dd.phase.iloc[0], dd.phaseobj.tolist(), num_coeffs=3)" ] }, { "cell_type": "code", "execution_count": 8, "id": "8b37fe51-e787-45d4-bdbd-958c206c447c", "metadata": { "tags": [] }, "outputs": [], "source": [ "phases = df.groupby('phase')[df.columns].apply(combine).tolist()" ] }, { "cell_type": "markdown", "id": "6ce6439f-7fcc-4624-804f-8ecdab750835", "metadata": {}, "source": [ "### Check Interpolation" ] }, { "cell_type": "code", "execution_count": 9, "id": "76a64c6c-15f7-4f44-b5a0-fd4eb9d49e0a", "metadata": { "tags": [] }, "outputs": [], "source": [ "import matplotlib.pyplot as plt" ] }, { "cell_type": "code", "execution_count": 10, "id": "168fc3ce-f3eb-41f2-b176-44e13d7da6ed", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for p in df.phaseobj:\n", " p.check_interpolation(Tl=.1)\n", "plt.legend()" ] }, { "cell_type": "markdown", "id": "4fdedde6-5c87-488d-9dc7-f28172fb353e", "metadata": {}, "source": [ "### Save to Pickle" ] }, { "cell_type": "code", "execution_count": 11, "id": "cf31add8-afd3-491f-8e34-4c4cd2905059", "metadata": { "tags": [] }, "outputs": [], "source": [ "import pickle" ] }, { "cell_type": "code", "execution_count": 12, "id": "f46dd8b0-b004-4c73-92d5-7a3b0952e77e", "metadata": { "tags": [] }, "outputs": [], "source": [ "with open(\"MgCaPhases.pckl\", 'wb') as f:\n", " pickle.dump(phases, f)" ] }, { "cell_type": "markdown", "id": "29e017e6-e256-4b91-9c9d-37f1ca93762d", "metadata": {}, "source": [ "## Plotting Diagrams\n", "\n", "With the phase objects created `landau` can calculate and plot the phase diagram for us." ] }, { "cell_type": "markdown", "id": "67b476a2-f638-451a-b7dc-f64145a66d40", "metadata": {}, "source": [ "### Prelude" ] }, { "cell_type": "code", "execution_count": 13, "id": "7e6653c0-6d9b-4e62-82b7-7eec7a1ac9ec", "metadata": { "tags": [] }, "outputs": [], "source": [ "import pandas as pd\n", "import landau as ld\n", "import numpy as np\n", "import seaborn as sns" ] }, { "cell_type": "markdown", "id": "527b6797-74ec-46e3-b689-6f4afac4bc64", "metadata": {}, "source": [ "### Load\n", "\n", "Read existing phase objects from file." ] }, { "cell_type": "code", "execution_count": 14, "id": "7e883d5a-7b6c-4eca-a4b0-2ec96268f61a", "metadata": { "tags": [] }, "outputs": [], "source": [ "phases = pd.read_pickle(\"MgCaPhases.pckl\")" ] }, { "cell_type": "markdown", "id": "5e0ed78f-061f-41f5-9187-3b619eaef465", "metadata": {}, "source": [ "### Calculate Diagram" ] }, { "cell_type": "code", "execution_count": 15, "id": "fd82e8a9-c2f2-49cb-9de0-09916dc33f86", "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 6.69 s, sys: 17.2 ms, total: 6.71 s\n", "Wall time: 6.78 s\n" ] } ], "source": [ "%%time\n", "df = ld.calculate.calc_phase_diagram(\n", " phases,\n", " Ts=np.linspace(100, 1500, 50),\n", " mu=150,\n", " keep_unstable=True\n", ")" ] }, { "cell_type": "code", "execution_count": 16, "id": "8f633c0c-f2b4-450e-8626-695f590860bc", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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Tphasephimucstableborderrefinedff_excess
0100.000000Mg$_2$Ca-1.480066-0.7574060.333333TrueTrueno-1.732535-0.123050
1100.000000Mg$_2$Ca-1.482567-0.7499050.333333TrueTrueno-1.732535-0.123050
2100.000000Mg$_2$Ca-1.485065-0.7424110.333333TrueTrueno-1.732535-0.123050
3100.000000Mg$_2$Ca-1.487513-0.7350660.333333TrueTrueno-1.732535-0.123050
4100.000000Mg$_2$Ca-1.489922-0.7278390.333333TrueTrueno-1.732535-0.123050
.................................
38576549.789157Mg$_2$Ca-1.805706-0.2653980.333333TrueTruedelaunay-triple-1.8941720.058977
38577549.789157bcc Ca-1.805706-0.2653981.000000TrueTruedelaunay-triple-2.0711040.000000
38578736.553962liquid-1.730833-0.8080650.083914TrueTruedelaunay-triple-1.798641-0.045205
38579736.553962hcp Mg-1.730833-0.8080650.000000TrueTruedelaunay-triple-1.7308330.000000
38580736.553962Mg$_2$Ca-1.730833-0.8080650.333333TrueTruedelaunay-triple-2.000188-0.179570
\n", "

38581 rows × 10 columns

\n", "
" ], "text/plain": [ " T phase phi mu c stable border \\\n", "0 100.000000 Mg$_2$Ca -1.480066 -0.757406 0.333333 True True \n", "1 100.000000 Mg$_2$Ca -1.482567 -0.749905 0.333333 True True \n", "2 100.000000 Mg$_2$Ca -1.485065 -0.742411 0.333333 True True \n", "3 100.000000 Mg$_2$Ca -1.487513 -0.735066 0.333333 True True \n", "4 100.000000 Mg$_2$Ca -1.489922 -0.727839 0.333333 True True \n", "... ... ... ... ... ... ... ... \n", "38576 549.789157 Mg$_2$Ca -1.805706 -0.265398 0.333333 True True \n", "38577 549.789157 bcc Ca -1.805706 -0.265398 1.000000 True True \n", "38578 736.553962 liquid -1.730833 -0.808065 0.083914 True True \n", "38579 736.553962 hcp Mg -1.730833 -0.808065 0.000000 True True \n", "38580 736.553962 Mg$_2$Ca -1.730833 -0.808065 0.333333 True True \n", "\n", " refined f f_excess \n", "0 no -1.732535 -0.123050 \n", "1 no -1.732535 -0.123050 \n", "2 no -1.732535 -0.123050 \n", "3 no -1.732535 -0.123050 \n", "4 no -1.732535 -0.123050 \n", "... ... ... ... \n", "38576 delaunay-triple -1.894172 0.058977 \n", "38577 delaunay-triple -2.071104 0.000000 \n", "38578 delaunay-triple -1.798641 -0.045205 \n", "38579 delaunay-triple -1.730833 0.000000 \n", "38580 delaunay-triple -2.000188 -0.179570 \n", "\n", "[38581 rows x 10 columns]" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df" ] }, { "cell_type": "markdown", "id": "eabf1ac7-0289-46b7-b7d5-385ed3e1702e", "metadata": { "tags": [] }, "source": [ "### Plot" ] }, { "cell_type": "markdown", "id": "090337a4-7d81-42a7-9520-8d8beb126b01", "metadata": {}, "source": [ "### Raw" ] }, { "cell_type": "code", "execution_count": 17, "id": "6b0fa845-2b23-4f82-923a-485c289ed948", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sns.scatterplot(\n", " data=df.query('stable'),\n", " x='c', y='T',\n", " hue='phase',\n", ")" ] }, { "cell_type": "markdown", "id": "ceaca36c-09e0-43e6-8539-e388f5cec9d8", "metadata": {}, "source": [ "### Colorful" ] }, { "cell_type": "code", "execution_count": 18, "id": "83018a7a-39c5-40fc-ad52-5c87b033c355", "metadata": { "tags": [] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/pmrv/.mamba/envs/landau/lib/python3.13/site-packages/landau/poly.py:37: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n", " return self.prepare(df).groupby(['phase', 'phase_unit']).apply(\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ld.plot.plot_mu_phase_diagram(df)" ] }, { "cell_type": "code", "execution_count": 19, "id": "3c238a9f-f3c7-44cc-bf48-d64308e4e1fc", "metadata": { "tags": [] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/pmrv/.mamba/envs/landau/lib/python3.13/site-packages/landau/poly.py:37: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n", " return self.prepare(df).groupby(['phase', 'phase_unit']).apply(\n", "/home/pmrv/.mamba/envs/landau/lib/python3.13/site-packages/landau/plot.py:96: FutureWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.\n", " tdf.groupby(\"border_segment\").apply(plot_tie)\n" ] }, { "data": { "image/png": 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", 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