{ "cells": [ { "cell_type": "markdown", "id": "0d913eee-71f9-4a5f-978d-3cf4680e72c2", "metadata": {}, "source": [ "# time spectrum fit" ] }, { "cell_type": "markdown", "id": "b67ecccf-3de0-4b3a-8e01-1a59fe00c93d", "metadata": {}, "source": [ "time spectrum of a ~3 µm stainless steel foil\n", "\n", "95% enriched in 57Fe\n", "\n", "a small line broadening needs to be included, here done via an isomer distribution" ] }, { "cell_type": "code", "execution_count": 1, "id": "7b49ecc6-6bec-4d33-8a32-f8a1e3f17f28", "metadata": {}, "outputs": [], "source": [ "import nexus as nx\n", "import numpy as np\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "markdown", "id": "3f6f3760-3453-4c39-8c05-3162e9f512d4", "metadata": {}, "source": [ "## load data" ] }, { "cell_type": "code", "execution_count": 2, "id": "082f05ee-7f12-4168-a413-d22fd8f10049", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "time_data, intensity_data = nx.data.Load('time_spectrum_stainless_steel_foil.dat',\n", " x_index = 1,\n", " intensity_index = 2,\n", " x_start = 19,\n", " x_stop = 191, \n", " intensity_threshold=0.1\n", " )\n", "\n", "plt.semilogy(time_data, intensity_data)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "1d8e4ab3-b5c1-40c1-9829-f573db3ba5e0", "metadata": {}, "source": [ "# sample" ] }, { "cell_type": "code", "execution_count": 3, "id": "26260da9-bad8-4ace-bac6-51411f736fa9", "metadata": {}, "outputs": [], "source": [ "dist = nx.lib.distribution.Gaussian(points = 51,\n", " fwhm = nx.Var(0.1, min = 1e-6, max = 0.8, fit = True, id = \"gauss fwhm\")\n", " )\n", "\n", "site = nx.Hyperfine(# isomer = 0,\n", " # magnetic_field = 0,\n", " # quadrupole = 0,\n", " isomer_dist = dist,\n", " isotropic = True)\n", "\n", "SSt = nx.Material.Template(nx.lib.material.SS_enriched)\n", "\n", "SSt.hyperfine_sites = [site]\n", "\n", "layer_SSt = nx.Layer(id = \"SSt layer\",\n", " material = SSt,\n", " thickness = nx.Var(3000, min = 2500, max = 3500, fit = True, id = \"thickness\"),\n", "# thickness_fwhm = nx.Var(100, min= 0, max = 600, fit = True, id = \"thickness fwhm\")\n", " )\n", "\n", "sample = nx.Sample(id = \"sample\",\n", " layers = [layer_SSt],\n", " geometry = \"f\" # forward scattering geometry\n", " )\n" ] }, { "cell_type": "markdown", "id": "5b065b37-854f-4279-ab2e-19768e297ee9", "metadata": {}, "source": [ "## experiment" ] }, { "cell_type": "code", "execution_count": 4, "id": "d387d9c9-f173-4a52-aba4-e653c883e4d3", "metadata": {}, "outputs": [], "source": [ "beam = nx.Beam()\n", "beam.LinearSigma()\n", "\n", "exp = nx.Experiment(beam = beam,\n", " objects = [sample],\n", " isotope = nx.lib.moessbauer.Fe57)" ] }, { "cell_type": "markdown", "id": "dd29129c-a61d-49a8-a1de-7ca024996043", "metadata": {}, "source": [ "## time spectrum" ] }, { "cell_type": "code", "execution_count": 5, "id": "0bf98ba4-a775-4c2b-b842-fa5a552f422d", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "time_spectrum = nx.TimeSpectrum(id = \"time spectrum\",\n", " experiment=exp,\n", " time_length=600,\n", " time_step=0.2,\n", " # max_detuning=400,\n", " # electronic=False,\n", " time_data = time_data,\n", " intensity_data = intensity_data,\n", " scaling=nx.Var(2000, min = 1e-16, max = 1e8, fit = True, id = \"scaling\"),\n", " # background=0.0,\n", " # offset=0.0\n", " # resolution=0.7,\n", "# distribution_points=31, # uncomment if thickness_fwhm is used\n", " bunch_spacing = 192.1, # PETRA III spacing in timing mode\n", " # residual= nx.lib.residual.Sqrt(),\n", " # fft_window='auto',\n", " # coherence=False\n", " )\n", "\n", "time_spectrum()\n", "\n", "time_spectrum.Plot()" ] }, { "cell_type": "markdown", "id": "a9de360d-0a28-4016-ae10-3f82cdb395e2", "metadata": {}, "source": [ "## fit" ] }, { "cell_type": "code", "execution_count": 6, "id": "4130158e-5fd4-4357-badc-e83e17245daa", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Run Fit instance with id: time spectrum fit \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 | scaling | 2000 | 1e-16 | 1e+08\n", " 1 | thickness | 3000 | 2500 | 3500\n", " 2 | gauss fwhm | 0.1 | 1e-06 | 0.8\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: 4, Initial cost: 3.546737e+03, Final cost: 2.435848e+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 3 fit parameter(s):\n", "\n", " no. | id | fit value | +/- std dev | initial value | min | max\n", " 0 | scaling | 2500.76 | 7.71484 | 2000 | 1e-16 | 1e+08\n", " 1 | thickness | 3394.83 | 6.33984 | 3000 | 2500 | 3500\n", " 2 | gauss fwhm | 0.245553 | 0.00221591 | 0.1 | 1e-06 | 0.8\n", "\n", "Correlation matrix:\n", "\n", " no. | 0 1 2 \n", " -----|---------------------------\n", " 0 | 1.000 -0.359 0.557 \n", " 1 | -0.359 1.000 -0.686 \n", " 2 | 0.557 -0.686 1.000 \n", "\n", "Using 0 equality constraint(s) on parameter(s):\n", "\n", "and 0 inequality constraint(s).\n", "\n", "Total cost = 2.436e+02\n", "\n", "cost for each FitMeasurement is:\n", "\n", " no. | id | cost | %\n", " 0 | time spectrum | 2.436e+02 | 100.000\n", "\n", "Fit instance with id \"time spectrum fit\" finished.\n", "\n" ] } ], "source": [ "fit = nx.Fit(id = \"time spectrum fit\",\n", " measurements = [time_spectrum]\n", " )\n", "\n", "fit.options.file_output = False\n", "\n", "fit.Evaluate()" ] }, { "cell_type": "code", "execution_count": 7, "id": "3752f2e1-92f2-47b8-b378-6a31d5803648", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "time_spectrum.Plot()" ] } ], "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": "3.12.5" } }, "nbformat": 4, "nbformat_minor": 5 }