{ "cells": [ { "cell_type": "markdown", "id": "3986855a-d842-4a4d-8f38-8ee63026696a", "metadata": {}, "source": [ "# Plotting - moessbauer spectrum" ] }, { "cell_type": "code", "execution_count": 1, "id": "0e08d6e9", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import nexus as nx\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "data = np.loadtxt(r'../hello_nexus/example_spectrum.txt')\n", "\n", "velocity_experiment = data[:,0]\n", "intensity_experiment = data[:,1]\n", "\n", "\n", "site = nx.Hyperfine(magnetic_field = nx.Var(value = 31, min = 25, max = 35, fit = True, id = \"magnetic field\"),\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", "beam = nx.Beam()\n", "beam.Unpolarized()\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_experiment, # the measured velocity\n", " intensity_data = intensity_experiment) # the measured intensity to be fit\n", "\n", "\n", "intensity = spectrum.Calculate()\n", "\n", "spectrum.Plot(velocity = True)" ] }, { "cell_type": "code", "execution_count": 2, "id": "b86752d7", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Run Fit instance with id: \n", "\n", "Starting fit with 1 measurement data set(s) and 3 fit parameter(s):\n", "\n", " no. | id | initial value | min | max\n", " 0 | ES scaling | 2638.74 | 0 | 263874\n", " 1 | ES backgr | 257.138 | 0 | 25713.8\n", " 2 | magnetic field | 31 | 25 | 35\n", "\n", "Using 0 equality constraint(s) on parameter(s):\n", "\n", "Using 0 inequality constraint(s).\n", "\n", "\n", "Calling ceres solver with fit method LevMar\n", "\n", "Ceres Solver Report: Iterations: 6, Initial cost: 6.760795e+02, Final cost: 2.142308e+01, Termination: CONVERGENCE\n", "\n", "Gradient error analysis.\n", "\n", "\n", "Fit performed with algorithm:\n", "LevMar\n", "Error analysis:\n", "Gradient\n", "\n", "Using 3 fit parameter(s):\n", "\n", " no. | id | fit value | +/- std dev | initial value | min | max\n", " 0 | ES scaling | 3004.64 | 18.8809 | 2638.74 | 0 | 263874\n", " 1 | ES backgr | 1.77214 | 16.1437 | 257.138 | 0 | 25713.8\n", " 2 | magnetic field | 32.9955 | 0.00601187 | 31 | 25 | 35\n", "\n", "Correlation matrix:\n", "\n", " no. | 0 1 2 \n", " -----|---------------------------\n", " 0 | 1.000 -1.000 0.000 \n", " 1 | -1.000 1.000 -0.000 \n", " 2 | 0.000 -0.000 1.000 \n", "\n", "Using 0 equality constraint(s) on parameter(s):\n", "\n", "and 0 inequality constraint(s).\n", "\n", "Total cost = 2.137e+01\n", "\n", "cost for each FitMeasurement is:\n", "\n", " no. | id | cost | %\n", " 0 | | 2.137e+01 | 100.000\n", "\n", "Fit instance with id \"\" finished.\n", "\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fit = nx.Fit(measurements = [spectrum])\n", "\n", "fit.Evaluate()\n", "\n", "spectrum.Plot(data=True,\n", " residuals=True,\n", " velocity=True,\n", " datacolor='black',\n", " theorycolor='r',\n", " theorywidth=2,\n", " datalinestyle='none',\n", " datamarker='+',\n", " datamarkersize=2,\n", " datafillstyle='full',\n", " legend=True,\n", " errors=False,\n", " errorcap=2)" ] } ], "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": "3.12.0" } }, "nbformat": 4, "nbformat_minor": 5 }