{ "cells": [ { "cell_type": "markdown", "id": "1acc5c3f-7664-4db1-8bbd-f0e27eb9822e", "metadata": {}, "source": [ "# External variable - Bloch example" ] }, { "cell_type": "code", "execution_count": 1, "id": "43f8cc20-c0eb-48bb-a6c3-fd1a66f14cad", "metadata": {}, "outputs": [], "source": [ "import nexus as nx\n", "import numpy as np\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "code", "execution_count": 2, "id": "806beb6b-5368-4e13-a858-8b89d0003837", "metadata": {}, "outputs": [], "source": [ "vel_1000, int_1000 = nx.data.Load(\"spectrum_1000K.txt\", x_index = 0, intensity_index = 1)\n", "vel_800, int_800 = nx.data.Load(\"spectrum_800K.txt\", x_index = 0, intensity_index = 1)\n", "vel_600, int_600 = nx.data.Load(\"spectrum_600K.txt\", x_index = 0, intensity_index = 1)\n", "vel_400, int_400 = nx.data.Load(\"spectrum_400K.txt\", x_index = 0, intensity_index = 1)\n", "vel_200, int_200 = nx.data.Load(\"spectrum_200K.txt\", x_index = 0, intensity_index = 1)" ] }, { "cell_type": "code", "execution_count": 3, "id": "4dbe6975-6e3a-45f7-aec3-522a6bc09c2d", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(vel_1000, int_1000, label = \"1000 K\")\n", "plt.plot(vel_800, int_800 + 4e3, label = \"800 K\")\n", "plt.plot(vel_600, int_600 + 8e3, label = \"600 K\")\n", "plt.plot(vel_400, int_400 + 12e3, label = \"400 K\")\n", "plt.plot(vel_200, int_200 + 16e3, label = \"200 K\")\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 4, "id": "be6e7d39-3b3b-4345-b2b6-43a673b3f323", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "37.59220236152488\n" ] } ], "source": [ "# create external fit parameters\n", "Tc = nx.Var(1040, min = 1000, max= 1100, fit = True, id = \"Tc\")\n", "M_0 = nx.Var(40, min = 30, max= 50, fit = True, id =\"M_0\")\n", "exponent = nx.Var(1.2, min = 1, max= 2, fit = True,id = \"exponent\")\n", "\n", "# create a Bloch model function\n", "# M(T) = M(0)* (1-(T/Tc)^3/2)\n", "# we want to be able to fit all parameters\n", "# Only the temperature T is known from the experiment\n", "def Bloch(T):\n", " # return a magnetic field value in Tesla\n", " return M_0.value * (1 - (T/Tc.value)**(exponent.value))\n", "\n", "#check the function call\n", "print(Bloch(100))" ] }, { "cell_type": "code", "execution_count": 5, "id": "96b42e4a-9655-4579-809a-d3ba50b8c233", "metadata": {}, "outputs": [], "source": [ "# create the experiment in a for loop\n", "# we assume that the oterh hyperfine parameters do not change individually\n", "# we also want to fit the isomer shift as a common variable to all measurements\n", "isomer_shift = nx.Var(0.5, min = -1, max = 1, fit = True, id = \"isomer all\")\n", "\n", "# It is also possible to create additional Vars\n", "# either in the function to be fit individually\n", "\n", "# we can use the same beam object in each experient\n", "beam = nx.Beam()\n", "beam.Unpolarized()\n", "\n", "# because the hyperfine parameters change we have to create new samples for each temperature\n", "# also we have to pass the parameters of the experiment T and velocity and intensity data\n", "def setup_specturm(temperature, velocity_data, intensity_data):\n", " site = nx.Hyperfine(weight=1,\n", " isomer = isomer_shift,\n", " # now assign the external function to the magnetic field of each experiment\n", " # given by the Bloch function and the set temperature\n", " magnetic_field = nx.Var(0, id=\"mag_at_\"+str(temperature), equality = lambda: Bloch(temperature)),\n", " isotropic = True)\n", "\n", " mat_Fe = nx.Material.Template(nx.lib.material.Fe)\n", "\n", " mat_Fe.hyperfine_sites = [site]\n", "\n", " layer_Fe = nx.Layer(id = \"Fe\",\n", " material = mat_Fe,\n", " thickness = 3000)\n", "\n", " sample = nx.Sample(layers = [layer_Fe])\n", "\n", " exp = nx.Experiment(beam = beam,\n", " objects = [sample],\n", " isotope = nx.lib.moessbauer.Fe57)\n", "\n", " spectrum = nx.MoessbauerSpectrum(experiment = exp,\n", " velocity = velocity_data,\n", " intensity_data = intensity_data)\n", "\n", " return spectrum" ] }, { "cell_type": "code", "execution_count": 6, "id": "d5ac5014-b8ec-4bbc-80f6-79d485587479", "metadata": {}, "outputs": [], "source": [ "# create list to loop over\n", "temps = [200, 400, 600, 800, 1000]\n", "vels = [vel_200, vel_400, vel_600, vel_800, vel_1000]\n", "dats = [int_200, int_400, int_600, int_800, int_1000]\n", "measurements = []\n", "\n", "# create all spectra\n", "for t, v, d in zip(temps, vels, dats):\n", " measurements.append(setup_specturm(t,v,d))" ] }, { "cell_type": "code", "execution_count": 7, "id": "1128abc3-2419-4ec9-9c35-8cd6f9f4ae11", "metadata": {}, "outputs": [], "source": [ "fit = nx.Fit(measurements = measurements,\n", " id = \"Bloch fit\",\n", " external_fit_variables = [Tc, M_0, exponent])" ] }, { "cell_type": "code", "execution_count": 8, "id": "bd286592-87d7-4315-bcf4-8828d77164a7", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Run Fit instance with id: Bloch fit \n", "\n", "Starting fit with 5 measurement data set(s) and 14 fit parameter(s):\n", "\n", " no. | id | initial value | min | max\n", " 0 | ES scaling | 87159 | 1e-16 | 8.7159e+06\n", " 1 | ES backgr | 8602.84 | 0 | 860284\n", " 2 | isomer all | 0.5 | -1 | 1\n", " 3 | ES scaling | 87177 | 1e-16 | 8.7177e+06\n", " 4 | ES backgr | 8604.19 | 0 | 860419\n", " 5 | ES scaling | 87185 | 1e-16 | 8.7185e+06\n", " 6 | ES backgr | 8604.69 | 0 | 860469\n", " 7 | ES scaling | 87182 | 1e-16 | 8.7182e+06\n", " 8 | ES backgr | 8600.63 | 0 | 860063\n", " 9 | ES scaling | 87190 | 1e-16 | 8.719e+06\n", " 10 | ES backgr | 8606.13 | 0 | 860613\n", " 11 | Tc | 1040 | 1000 | 1100\n", " 12 | M_0 | 40 | 30 | 50\n", " 13 | exponent | 1.2 | 1 | 2\n", "\n", "Using 5 equality constraint(s) on parameter(s):\n", "\n", " no. | id | value\n", " 0 | mag_at_200 | 34.4683\n", " 1 | mag_at_400 | 27.2916\n", " 2 | mag_at_600 | 19.3271\n", " 3 | mag_at_800 | 10.8037\n", " 4 | mag_at_1000 | 1.83898\n", "\n", "Using 0 inequality constraint(s).\n", "\n", "\n", "Calling ceres solver with fit method LevMar\n", "\n", "Ceres Solver Report: Iterations: 23, Initial cost: 4.429313e+04, Final cost: 3.090389e+02, Termination: CONVERGENCE\n", "\n", "Gradient error analysis.\n", "\n", "\n", "Fit performed with algorithm:\n", "LevMar\n", "Error analysis:\n", "Gradient\n", "\n", "Using 14 fit parameter(s):\n", "\n", " no. | id | fit value | +/- std dev | initial value | min | max\n", " 0 | ES scaling | 99219.2 | 798.158 | 87159 | 1e-16 | 8.7159e+06\n", " 1 | ES backgr | 1156.36 | 682.626 | 8602.84 | 0 | 860284\n", " 2 | isomer all | 0.00049078 | 0.000492938 | 0.5 | -1 | 1\n", " 3 | ES scaling | 99312.6 | 797.726 | 87177 | 1e-16 | 8.7177e+06\n", " 4 | ES backgr | 1089.7 | 682.258 | 8604.19 | 0 | 860419\n", " 5 | ES scaling | 99458.7 | 791.2 | 87185 | 1e-16 | 8.7185e+06\n", " 6 | ES backgr | 970.047 | 676.672 | 8604.69 | 0 | 860469\n", " 7 | ES scaling | 99464.4 | 768.868 | 87182 | 1e-16 | 8.7182e+06\n", " 8 | ES backgr | 924.201 | 657.568 | 8600.63 | 0 | 860063\n", " 9 | ES scaling | 100155 | 524.807 | 87190 | 1e-16 | 8.719e+06\n", " 10 | ES backgr | 373.908 | 448.809 | 8606.13 | 0 | 860613\n", " 11 | Tc | 1042.85 | 0.165413 | 1040 | 1000 | 1100\n", " 12 | M_0 | 39.1217 | 0.0147747 | 40 | 30 | 50\n", " 13 | exponent | 1.49983 | 0.00149505 | 1.2 | 1 | 2\n", "\n", " Values at boundaries:\n", "\n", "Correlation matrix:\n", "\n", " no. | 0 1 2 3 4 5 6 7 8 9 10 11 12 13 \n", " -----|------------------------------------------------------------------------------------------------------------------------------\n", " 0 | 1.000 -1.000 0.001 0.000 -0.000 -0.000 0.000 -0.000 0.000 0.000 -0.000 0.001 0.005 -0.003 \n", " 1 | -1.000 1.000 -0.001 -0.000 0.000 0.000 -0.000 0.000 -0.000 -0.000 0.000 -0.001 -0.005 0.003 \n", " 2 | 0.001 -0.001 1.000 -0.001 0.001 0.000 -0.000 -0.000 0.000 -0.000 0.000 -0.001 -0.000 0.000 \n", " 3 | 0.000 -0.000 -0.001 1.000 -1.000 0.000 -0.000 0.000 -0.000 -0.000 0.000 -0.002 0.000 0.002 \n", " 4 | -0.000 0.000 0.001 -1.000 1.000 -0.000 0.000 -0.000 0.000 0.000 -0.000 0.002 -0.000 -0.002 \n", " 5 | -0.000 0.000 0.000 0.000 -0.000 1.000 -1.000 0.000 -0.000 -0.000 0.000 -0.003 -0.005 0.008 \n", " 6 | 0.000 -0.000 -0.000 -0.000 0.000 -1.000 1.000 -0.000 0.000 0.000 -0.000 0.003 0.005 -0.008 \n", " 7 | -0.000 0.000 -0.000 0.000 -0.000 0.000 -0.000 1.000 -1.000 0.001 -0.001 0.004 -0.005 0.005 \n", " 8 | 0.000 -0.000 0.000 -0.000 0.000 -0.000 0.000 -1.000 1.000 -0.001 0.001 -0.004 0.005 -0.005 \n", " 9 | 0.000 -0.000 -0.000 -0.000 0.000 -0.000 0.000 0.001 -0.001 1.000 -1.000 0.196 0.063 -0.104 \n", " 10 | -0.000 0.000 0.000 0.000 -0.000 0.000 -0.000 -0.001 0.001 -1.000 1.000 -0.196 -0.063 0.104 \n", " 11 | 0.001 -0.001 -0.001 -0.002 0.002 -0.003 0.003 0.004 -0.004 0.196 -0.196 1.000 0.414 -0.635 \n", " 12 | 0.005 -0.005 -0.000 0.000 -0.000 -0.005 0.005 -0.005 0.005 0.063 -0.063 0.414 1.000 -0.902 \n", " 13 | -0.003 0.003 0.000 0.002 -0.002 0.008 -0.008 0.005 -0.005 -0.104 0.104 -0.635 -0.902 1.000 \n", "\n", "Using 5 equality constraint(s) on parameter(s):\n", "\n", " no. | id | value\n", " 0 | mag_at_200 | 35.835\n", " 1 | mag_at_400 | 29.827\n", " 2 | mag_at_600 | 22.047\n", " 3 | mag_at_800 | 12.835\n", " 4 | mag_at_1000 | 2.386\n", "\n", "and 0 inequality constraint(s).\n", "\n", "Total cost = 1.207e+00\n", "\n", "cost for each FitMeasurement is:\n", "\n", " no. | id | cost | %\n", " 0 | | 2.254e-01 | 18.670\n", " 1 | | 2.386e-01 | 19.761\n", " 2 | | 2.399e-01 | 19.875\n", " 3 | | 2.466e-01 | 20.428\n", " 4 | | 2.567e-01 | 21.266\n", "\n", "Fit instance with id \"Bloch fit\" finished.\n", "\n" ] } ], "source": [ "fit()" ] }, { "cell_type": "code", "execution_count": 9, "id": "57539b51-c506-4624-9322-688f39ad4127", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "offset = 0\n", "for t, v, d, m in zip(temps, vels, dats, measurements):\n", " int = m.Calculate()\n", " offset += max(int) * 0.05\n", " plt.plot(v, d + offset, label = str(t)+\" K\", marker='o', markersize = 2, linewidth=0)\n", " plt.plot(v, int + offset, color='grey')\n", "\n", "plt.legend()\n", "plt.show()" ] } ], "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": "3.11.9" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": {}, "version_major": 2, "version_minor": 0 } } }, "nbformat": 4, "nbformat_minor": 5 }