{ "cells": [ { "cell_type": "markdown", "id": "02-00", "metadata": {}, "source": [ "# A simple Rietveld refinement\n", "\n", "*Written by Claude Code, Anthropic's coding agent, for the rietx project.*\n", "\n", "We refine the fluorapatite structure against the pattern notebook 01 fitted with Le Bail.\n", "This time the peak intensities come from the atoms, so the fit can move them.\n", "Along the way we look at the plan's stages, the parameter table, two parameters the data cannot tell apart, and a constraint between three atoms.\n", "\n", "**You need** rietx 1.7 or later, which the next cell installs.\n", "Notebook 01 introduces the pattern and how to read a fit's summary.\n", "\n", "**The data** is `FAP.XRA` from the GSAS-II `LabData` tutorial, with a CIF transcribed from the same tutorial's experiment file.\n", "Both ship with rietx.\n", "Fluorapatite, Ca₅(PO₄)₃F, has seven atomic sites in space group P6₃/m.\n", "\n", "**Runtime** is under a minute on a laptop." ] }, { "cell_type": "code", "execution_count": null, "id": "02-01", "metadata": {}, "outputs": [], "source": [ "%pip install rietx" ] }, { "cell_type": "markdown", "id": "02-02", "metadata": {}, "source": [ "## A first refinement\n", "\n", "This is the example on the rietx home page." ] }, { "cell_type": "code", "execution_count": 1, "id": "02-03", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "converged Rwp=0.0893 GoF=1.60\n", " a = 9.37228 +/- 0.00008 A\n", " c = 6.88626 +/- 0.00008 A\n", " [warning] SITE_SNAPPED_TO_SPECIAL_POSITION: 1 site(s) in phase 'fluorapatite' sit within 0.0001 of a special position of 'P 63/m' without being on it, and were expanded at it: Ca1 (3.3e-11 → multiplicity 4). Largest shift 3.33e-11 in fractional coordinates\n", " [warning] FLOOR_HIT: phases.0.extinction refined to its floor (ρ=+0.064)\n", " [warning] RESOLUTION_UNCONSTRAINED: U, V, W refined on a predominantly Lorentzian pattern (Γ_L exceeds Γ_G at 4786 of 5751 fitted points; the Gaussian carries 41% of the width) — on a pattern of this character the Gaussian resolution terms are not determined by the data, so what they converged to is a fitted artefact rather than a measurement of the instrument\n", " [warning] PATTERN_UNDERSAMPLED: 4.6 steps across the FWHM (median over 76 fitted peaks) — below the 5 the guidelines ask for\n" ] } ], "source": [ "import json\n", "import tempfile\n", "from pathlib import Path\n", "\n", "import rietx as rx\n", "from rietx.examples import examples_dir\n", "\n", "data = rx.read_pattern(examples_dir() / \"FAP.XRA\") # GSAS raw format\n", "structure = rx.Structure.from_cif(examples_dir() / \"fluorapatite.cif\")\n", "instrument = rx.Instrument.bragg_brentano(radiation=\"CuKa\")\n", "instrument.geometry.axial_sl.value = 0.02 # axial divergence\n", "instrument.geometry.axial_hl.value = 0.02\n", "instrument.background = rx.BackgroundChebyshev.with_terms(6)\n", "\n", "ref = rx.Refinement(structure, instrument)\n", "result = ref.fit(data, plan=\"mccusker_structural\",\n", " two_theta_limits=(15, 130))\n", "\n", "print(f\"{result.status} Rwp={result.statistics.rwp:.4f} \"\n", " f\"GoF={result.statistics.gof:.2f}\")\n", "for name in (\"a\", \"c\"):\n", " p = result.parameter(f\"phases.0.cell.{name}\")\n", " print(f\" {name} = {p.value:.5f} +/- {p.stderr:.5f} A\")\n", "for d in result.diagnostics:\n", " print(f\" [{d.level}] {d.code}: {d.message}\")" ] }, { "cell_type": "markdown", "id": "02-04", "metadata": {}, "source": [ "Look at the fit before reading any number.\n", "The grey curve under the pattern, labelled obs − calc, is the difference.\n", "A good fit leaves it flat noise, with no peak-shaped wiggle at any tick." ] }, { "cell_type": "code", "execution_count": 2, "id": "02-05", "metadata": {}, "outputs": [ { "data": { "image/png": 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