From fd19eb8578c31343e73eb857a0d6d9ab0d466cf6 Mon Sep 17 00:00:00 2001 From: Domagoj Fijan Date: Thu, 27 Feb 2025 22:13:35 -0500 Subject: [PATCH] add alternative normalization --- .../diffraction.StaticStructureFactor.ipynb | 58 ++++++++++++++++--- 1 file changed, 50 insertions(+), 8 deletions(-) diff --git a/module_intros/diffraction.StaticStructureFactor.ipynb b/module_intros/diffraction.StaticStructureFactor.ipynb index 83bdf19..7d9e7a9 100644 --- a/module_intros/diffraction.StaticStructureFactor.ipynb +++ b/module_intros/diffraction.StaticStructureFactor.ipynb @@ -41,7 +41,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -96,7 +96,7 @@ "outputs": [ { "data": { - "image/png": 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+ "image/png": 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", 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" ] @@ -140,7 +140,7 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -228,14 +228,56 @@ "plt.legend(loc=\"upper right\")\n", "plt.show()" ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To ensure that our computed partial structure factors are consistent with the overall normalization of the total structure factor, we can adopt an alternative normalization scheme. In this approach, each partial structure factor is reweighted so that, in the large‑𝑞 (high wavevector) limit, they all converge to unity—just like the total structure factor. This normalization is particularly useful when comparing simulation data with experimental results, as it guarantees that the asymptotic behavior of the partials is in line with the expected long‑𝑞 behavior." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Now compute the mole fractions from the first frame\n", + "x_Ge = np.sum(particle_types[0] == \"Ge\") / N_particles\n", + "x_S = np.sum(particle_types[0] == \"S\") / N_particles\n", + "\n", + "# Normalize the partial S(k) so that it approaches 1.\n", + "S_Ge_Ge_norm = sfGe_Ge.S_k / x_Ge\n", + "S_S_S_norm = sfS_S.S_k / x_S\n", + "S_Ge_S_norm = sfGe_S.S_k / (x_Ge * x_S) + 1\n", + "\n", + "# Plot the normalized S(k) partials\n", + "plt.figure(figsize=(8, 6))\n", + "plt.plot(sfS_S.bin_centers, S_S_S_norm, label=\"S-S partial (norm)\")\n", + "plt.plot(sfGe_S.bin_centers, S_Ge_S_norm, label=\"Ge-S partial (norm)\")\n", + "plt.plot(sfGe_Ge.bin_centers, S_Ge_Ge_norm, label=\"Ge-Ge partial (norm)\")\n", + "plt.title(\"Normalized Static Structure Factor\")\n", + "plt.xlabel(\"$k$\")\n", + "plt.ylabel(\"Normalized $S(k)$\")\n", + "plt.legend(loc=\"upper right\")\n", + "plt.show()" + ] } ], "metadata": { - "interpreter": { - "hash": "1c5ea5ec1f260001eb9a4e66a3ab43a0f997dbe5fe2d97f8292a6d25178f0968" - }, "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "glotztools", "language": "python", "name": "python3" }, @@ -249,7 +291,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.13" + "version": "3.11.11" } }, "nbformat": 4,