{ "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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", "text/plain": [ "
" ] }, "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 | 2634.1 | 1e-16 | 263410\n", " 1 | ES backgr | 256.611 | 0 | 25661.1\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: 18, Initial cost: 6.134841e+02, Final cost: 2.135170e+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 | 3000.59 | 20.6781 | 2634.1 | 1e-16 | 263410\n", " 1 | ES backgr | 0 | 17.6848 | 256.611 | 0 | 25661.1\n", " 2 | magnetic field | 33.013 | 0.00655823 | 31 | 25 | 35\n", "\n", " Values at boundaries:\n", " ES backgr at LOWER boundary: 0\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 = 2.134e-02\n", "\n", "cost for each FitMeasurement is:\n", "\n", " no. | id | cost | %\n", " 0 | | 2.134e-02 | 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": "3.11.9" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": {}, "version_major": 2, "version_minor": 0 } } }, "nbformat": 4, "nbformat_minor": 5 }