{ "cells": [ { "cell_type": "markdown", "id": "93a49da0", "metadata": {}, "source": [ "# Compare built-in uncertainty-quantified optical potentials\n", "\n", "This notebook compares several uncertainty-quantified optical potentials on the same elastic-scattering observable. It is a good companion to the KDUQ-specific tutorial when you want to understand how the built-in UQ-ready models differ in practice.\n" ] }, { "cell_type": "code", "execution_count": 1, "id": "9fbc70e4-6ac7-4a99-8a84-3197e65a8666", "metadata": { "editable": true, "scrolled": true, "slideshow": { "slide_type": "" }, "tags": [] }, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "from tqdm import tqdm\n", "\n", "import jitr" ] }, { "cell_type": "code", "execution_count": 2, "id": "a13cc786-67c3-416b-a632-1524e9496f70", "metadata": {}, "outputs": [], "source": [ "from jitr.optical_potentials import chuq, kduq, wlh" ] }, { "cell_type": "code", "execution_count": 3, "id": "943628b1", "metadata": {}, "outputs": [], "source": [ "# elastic reaction\n", "target = (54, 26)\n", "proton = (1, 1)\n", "neutron = (1, 0)\n", "projectile = proton\n", "\n", "# for plotting differential xs\n", "angles = np.linspace(0.1, np.pi, 100)" ] }, { "cell_type": "code", "execution_count": 4, "id": "0642f4c1-ce8c-46dd-8336-8ab225f5bcc0", "metadata": {}, "outputs": [], "source": [ "quantity = \"dXS/dRuth\"\n", "# quantity = \"dXS/dA\"\n", "assert not (projectile == neutron and quantity == \"dXS/dRuth\")" ] }, { "cell_type": "markdown", "id": "af45224f", "metadata": {}, "source": [ "## Retrieve comparison data\n", "Let's grab some data from [EXFOR](https://www-nds.iaea.org/exfor/)." ] }, { "cell_type": "code", "execution_count": 5, "id": "33b3b60f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Using database version X4-2024-12-31 located in: /home/kyle/db/exfor/unpack_exfor-2024/X4-2024-12-31\n" ] } ], "source": [ "#! pip install exfor-tools\n", "import exfor_tools" ] }, { "cell_type": "code", "execution_count": 6, "id": "476fab89-d853-48f7-87d8-a8e1bd69d142", "metadata": {}, "outputs": [], "source": [ "all_entries, failed_parses = exfor_tools.curate.query_for_entries(\n", " exfor_tools.reaction.Reaction(target=target, projectile=projectile, process=\"El\"),\n", " quantity=quantity,\n", " Einc_range=[7, 60], # MeV\n", ")\n", "all_measurements = exfor_tools.curate.categorize_measurements_by_energy(all_entries)" ] }, { "cell_type": "code", "execution_count": 7, "id": "63f3c48c-f393-4893-b249-0d9cebc4e4bc", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "dict_keys(['O0240', 'O0788', 'O1243'])" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "all_entries.keys()" ] }, { "cell_type": "code", "execution_count": 8, "id": "d36b3ca7-d9e6-4c49-a9de-0a11a27e451b", "metadata": {}, "outputs": [], "source": [ "all_entries_Ay, failed_parses = exfor_tools.curate.query_for_entries(\n", " exfor_tools.reaction.Reaction(target=target, projectile=projectile, process=\"EL\"),\n", " quantity=\"Ay\",\n", " Einc_range=[7, 60], # MeV\n", ")\n", "all_measurements_Ay = exfor_tools.curate.categorize_measurements_by_energy(\n", " all_entries_Ay\n", ")" ] }, { "cell_type": "code", "execution_count": 9, "id": "d92884b4-a951-40dd-ad15-02d07af98659", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(0.0, 205.0)" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 1, figsize=(6, 6))\n", "exfor_keys = list(all_entries.keys())\n", "exfor_tools.distribution.AngularDistribution.plot(\n", " all_measurements,\n", " ax,\n", " offsets=100,\n", " data_symbol=list(all_entries.values())[0].data_symbol,\n", " rxn_label=f\"${list(all_entries.values())[0].reaction.reaction_latex}$\",\n", " label_kwargs={\n", " \"label_offset_factor\": 0.01,\n", " \"label_offset\": True,\n", " \"label_exfor\": True,\n", " \"label_xloc_deg\": 170,\n", " \"label_energy_err\": False,\n", " },\n", ")\n", "ax.set_xlim([0, 205])" ] }, { "cell_type": "code", "execution_count": 10, "id": "ff6de490-d2b7-4a8e-af8e-67a755a84545", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(0.0, 205.0)" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 1, figsize=(6, 6))\n", "exfor_keys = list(all_entries_Ay.keys())\n", "exfor_tools.distribution.AngularDistribution.plot(\n", " all_measurements_Ay,\n", " ax,\n", " offsets=2,\n", " data_symbol=list(all_entries_Ay.values())[0].data_symbol,\n", " rxn_label=f\"${list(all_entries.values())[0].reaction.reaction_latex}$\",\n", " draw_baseline=True,\n", " baseline_offset=0,\n", " log=False,\n", " label_kwargs={\n", " \"label_offset_factor\": -1,\n", " \"label_offset\": True,\n", " \"label_exfor\": True,\n", " \"label_xloc_deg\": 170,\n", " \"label_energy_err\": False,\n", " },\n", ")\n", "ax.set_xlim([0, 205])" ] }, { "cell_type": "markdown", "id": "24060cde", "metadata": {}, "source": [ "## Set up the solver for differential cross sections" ] }, { "cell_type": "code", "execution_count": 11, "id": "59075875", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|███████████████████████████████████████████████████████████████████████████████████| 4/4 [00:29<00:00, 7.41s/it]\n", "100%|███████████████████████████████████████████████████████████████████████████████████| 3/3 [00:41<00:00, 13.93s/it]\n" ] } ], "source": [ "solvers = []\n", "solvers_Ay = []\n", "\n", "reaction = jitr.reactions.ElasticReaction(\n", " target=target,\n", " projectile=projectile,\n", ")\n", "\n", "\n", "for measurements in tqdm(all_measurements):\n", " measurement = measurements[0]\n", " Elab = measurement.Einc\n", "\n", " # get kinematics and parameters for this experiment\n", " kinematics = reaction.kinematics(Elab)\n", "\n", " a = jitr.utils.interaction_range(target[0]) * kinematics.k + np.pi * 3\n", " N = jitr.utils.suggested_basis_size(a)\n", " channel_radius_fm = a / kinematics.k\n", "\n", " solvers.append(\n", " jitr.xs.elastic.DifferentialWorkspace.build_from_system(\n", " reaction=reaction,\n", " kinematics=kinematics,\n", " channel_radius_fm=channel_radius_fm,\n", " solver=jitr.rmatrix.Solver(N),\n", " lmax=50,\n", " angles=angles,\n", " )\n", " )\n", "\n", "for measurements in tqdm(all_measurements_Ay):\n", " measurement = measurements[0]\n", " Elab = measurement.Einc\n", "\n", " # get kinematics and parameters for this experiment\n", " kinematics = reaction.kinematics(Elab)\n", "\n", " a = jitr.utils.interaction_range(target[0]) * kinematics.k + np.pi * 3\n", " N = jitr.utils.suggested_basis_size(a)\n", " channel_radius_fm = a / kinematics.k\n", "\n", " solvers_Ay.append(\n", " jitr.xs.elastic.DifferentialWorkspace.build_from_system(\n", " reaction=reaction,\n", " kinematics=kinematics,\n", " channel_radius_fm=channel_radius_fm,\n", " solver=jitr.rmatrix.Solver(N),\n", " lmax=50,\n", " angles=angles,\n", " )\n", " )" ] }, { "cell_type": "markdown", "id": "7d5aa75d-c8bc-41c9-badc-21d3d5a2d770", "metadata": {}, "source": [ "## Run the uncertainty propagation" ] }, { "cell_type": "markdown", "id": "87220ced-3aa9-4dff-bc60-411c7e945fb4", "metadata": {}, "source": [ "### Sample posterior draws from each optical potential" ] }, { "cell_type": "code", "execution_count": 12, "id": "ffa64ad7-c663-40e6-a6c4-b340122f705b", "metadata": {}, "outputs": [], "source": [ "kduq_samples = kduq.get_samples(projectile)\n", "chuq_samples = chuq.get_samples() # Lane consistent so no need to specify projectile\n", "wlh_samples = wlh.get_samples(projectile)" ] }, { "cell_type": "code", "execution_count": 13, "id": "a3ef0be5-d584-4c31-a9a5-031f37d17085", "metadata": {}, "outputs": [], "source": [ "kduq_omp = kduq.KDUQ(projectile)\n", "chuq_omp = chuq.CHUQ()\n", "wlh_omp = wlh.WLH(projectile)" ] }, { "cell_type": "code", "execution_count": 14, "id": "fe27e00b-a3aa-4fa8-89c9-6f77d03f6b56", "metadata": {}, "outputs": [], "source": [ "def run_uq(omp, samples):\n", " xs_bands = []\n", " Ay_bands = []\n", "\n", " for i in range(len(all_measurements)):\n", " xs_samples = np.zeros((len(angles), len(samples)))\n", " rgrid = solvers[i].radial_grid()\n", "\n", " for j, sample in enumerate(tqdm(samples)):\n", " central_term, spin_orbit_term, coulomb_term = omp(\n", " rgrid, solvers[i].reaction, solvers[i].kinematics, *sample\n", " )\n", " xs = solvers[i].xs(central_term, spin_orbit_term, coulomb_term)\n", " xs_samples[:, j] = xs.dsdo\n", "\n", " xs_bands.append(np.percentile(xs_samples, [16, 84], axis=1))\n", "\n", " for i in range(len(all_measurements_Ay)):\n", " ay_samples = np.zeros((len(angles), len(samples)))\n", " rgrid = solvers_Ay[i].radial_grid()\n", "\n", " for j, sample in enumerate(tqdm(samples)):\n", " central_term, spin_orbit_term, coulomb_term = omp(\n", " rgrid, solvers_Ay[i].reaction, solvers_Ay[i].kinematics, *sample\n", " )\n", " xs = solvers_Ay[i].xs(central_term, spin_orbit_term, coulomb_term)\n", " ay_samples[:, j] = xs.Ay\n", "\n", " Ay_bands.append(np.percentile(ay_samples, [16, 84], axis=1))\n", " return xs_bands, Ay_bands" ] }, { "cell_type": "markdown", "id": "8d9a49e4-2e24-40ca-b90c-295996299977", "metadata": {}, "source": [ "## KDUQ:" ] }, { "cell_type": "code", "execution_count": 15, "id": "2398265d-eae5-467c-969b-41441cfa7190", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ " 96%|██████████████████████████████████████████████████████████████████████████▋ | 398/416 [00:33<00:00, 119.19it/s]/home/kyle/umich/jitr/src/jitr/optical_potentials/kduq.py:467: RuntimeWarning: overflow encountered in exp\n", " d2 = d2_0 + d2_A / (1 + np.exp((A - d2_A3) / d2_A2))\n", "100%|███████████████████████████████████████████████████████████████████████████████| 416/416 [00:34<00:00, 12.19it/s]\n", "100%|██████████████████████████████████████████████████████████████████████████████| 416/416 [00:03<00:00, 110.59it/s]\n", "100%|██████████████████████████████████████████████████████████████████████████████| 416/416 [00:02<00:00, 139.61it/s]\n", "100%|██████████████████████████████████████████████████████████████████████████████| 416/416 [00:03<00:00, 131.76it/s]\n", "100%|██████████████████████████████████████████████████████████████████████████████| 416/416 [00:02<00:00, 139.67it/s]\n", "100%|██████████████████████████████████████████████████████████████████████████████| 416/416 [00:03<00:00, 115.54it/s]\n", "100%|███████████████████████████████████████████████████████████████████████████████| 416/416 [00:04<00:00, 99.24it/s]\n" ] } ], "source": [ "kduq_pred_post, kduq_pred_post_Ay = run_uq(kduq_omp, kduq_samples)" ] }, { "cell_type": "code", "execution_count": 16, "id": "49ee09a0-59b9-4b9c-bf08-66b98c8f9bf7", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|███████████████████████████████████████████████████████████████████████████████| 208/208 [00:02<00:00, 77.14it/s]\n", "100%|███████████████████████████████████████████████████████████████████████████████| 208/208 [00:02<00:00, 84.88it/s]\n", "100%|██████████████████████████████████████████████████████████████████████████████| 208/208 [00:01<00:00, 157.38it/s]\n", "100%|██████████████████████████████████████████████████████████████████████████████| 208/208 [00:01<00:00, 143.48it/s]\n", "100%|██████████████████████████████████████████████████████████████████████████████| 208/208 [00:01<00:00, 128.58it/s]\n", "100%|██████████████████████████████████████████████████████████████████████████████| 208/208 [00:01<00:00, 107.11it/s]\n", "100%|██████████████████████████████████████████████████████████████████████████████| 208/208 [00:01<00:00, 115.30it/s]\n" ] } ], "source": [ "chuq_pred_post, chuq_pred_post_Ay = run_uq(chuq_omp, chuq_samples)" ] }, { "cell_type": "code", "execution_count": 17, "id": "e7c8748d-f734-44e6-b33e-6e48896190e7", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|█████████████████████████████████████████████████████████████████████████████| 1000/1000 [00:14<00:00, 70.51it/s]\n", "100%|█████████████████████████████████████████████████████████████████████████████| 1000/1000 [00:10<00:00, 99.37it/s]\n", "100%|█████████████████████████████████████████████████████████████████████████████| 1000/1000 [00:10<00:00, 92.44it/s]\n", "100%|████████████████████████████████████████████████████████████████████████████| 1000/1000 [00:09<00:00, 110.94it/s]\n", "100%|████████████████████████████████████████████████████████████████████████████| 1000/1000 [00:08<00:00, 114.61it/s]\n", "100%|████████████████████████████████████████████████████████████████████████████| 1000/1000 [00:06<00:00, 145.66it/s]\n", "100%|████████████████████████████████████████████████████████████████████████████| 1000/1000 [00:03<00:00, 276.78it/s]\n" ] } ], "source": [ "wlh_pred_post, wlh_pred_post_Ay = run_uq(wlh_omp, wlh_samples)" ] }, { "cell_type": "markdown", "id": "ac97fc5a", "metadata": {}, "source": [ "Now that we have our model predictions, lets plot them compared to the experimental data. We will offset each energy for visibility." ] }, { "cell_type": "markdown", "id": "ce73d504-5c2f-4250-8eb2-a5379a54b227", "metadata": {}, "source": [ "## Plot the results" ] }, { "cell_type": "code", "execution_count": 18, "id": "07abb330-463d-47d7-bb1e-826db06dc9a0", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 1, figsize=(6, 12))\n", "offsets = exfor_tools.distribution.AngularDistribution.plot(\n", " all_measurements,\n", " ax,\n", " offsets=100,\n", " data_symbol=list(all_entries.values())[0].data_symbol,\n", " rxn_label=f\"${list(all_entries.values())[0].reaction.reaction_latex}$\",\n", " label_kwargs={\n", " \"label_offset_factor\": 0.11,\n", " \"label_offset\": True,\n", " \"label_exfor\": True,\n", " \"label_xloc_deg\": 175,\n", " \"label_energy_err\": False,\n", " },\n", ")\n", "ax.set_xlim([0, 215])\n", "\n", "for i in range(len(all_measurements)):\n", " xmin = min([np.min(m.x) for m in all_measurements[i]]) * np.pi / 180\n", " xmax = max([np.max(m.x) for m in all_measurements[i]]) * np.pi / 180\n", " mask = np.logical_and(angles >= xmin * 0.9, angles < xmax * 1.05)\n", "\n", " # plot models\n", " if quantity == \"dXS/dA\":\n", " ax.fill_between(\n", " angles[mask] * 180 / np.pi,\n", " offsets[i] * kduq_pred_post[i][0][mask] / 1000,\n", " offsets[i] * kduq_pred_post[i][1][mask] / 1000,\n", " color=\"#ff4500\",\n", " hatch=\"|-|-\",\n", " alpha=0.2,\n", " )\n", " ax.fill_between(\n", " angles[mask] * 180 / np.pi,\n", " offsets[i] * chuq_pred_post[i][0][mask] / 1000,\n", " offsets[i] * chuq_pred_post[i][1][mask] / 1000,\n", " color=\"tab:blue\",\n", " hatch=r\"/\\/\",\n", " alpha=0.2,\n", " )\n", " ax.fill_between(\n", " angles[mask] * 180 / np.pi,\n", " offsets[i] * wlh_pred_post[i][0][mask] / 1000,\n", " offsets[i] * wlh_pred_post[i][1][mask] / 1000,\n", " color=\"m\",\n", " alpha=0.1,\n", " )\n", " elif quantity == \"dXS/dRuth\":\n", " ax.fill_between(\n", " angles[mask] * 180 / np.pi,\n", " offsets[i] * kduq_pred_post[i][0][mask] / solvers[i].rutherford[mask],\n", " offsets[i] * kduq_pred_post[i][1][mask] / solvers[i].rutherford[mask],\n", " color=\"#ff4500\",\n", " hatch=\"|-|-\",\n", " alpha=0.2,\n", " )\n", " ax.fill_between(\n", " angles[mask] * 180 / np.pi,\n", " offsets[i] * chuq_pred_post[i][0][mask] / solvers[i].rutherford[mask],\n", " offsets[i] * chuq_pred_post[i][1][mask] / solvers[i].rutherford[mask],\n", " color=\"tab:blue\",\n", " hatch=r\"/\\/\",\n", " alpha=0.2,\n", " )\n", " ax.fill_between(\n", " angles[mask] * 180 / np.pi,\n", " offsets[i] * wlh_pred_post[i][0][mask] / solvers[i].rutherford[mask],\n", " offsets[i] * wlh_pred_post[i][1][mask] / solvers[i].rutherford[mask],\n", " color=\"m\",\n", " alpha=0.1,\n", " )" ] }, { "cell_type": "code", "execution_count": 19, "id": "df769dfd-bcf9-4436-af20-60488a0d564b", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 1, figsize=(6, 8))\n", "exfor_keys = list(all_entries_Ay.keys())\n", "offsets = exfor_tools.distribution.AngularDistribution.plot(\n", " all_measurements_Ay,\n", " ax,\n", " offsets=2,\n", " data_symbol=list(all_entries_Ay.values())[0].data_symbol,\n", " rxn_label=f\"${list(all_entries.values())[0].reaction.reaction_latex}$\",\n", " draw_baseline=True,\n", " baseline_offset=0,\n", " log=False,\n", " label_kwargs={\n", " \"label_offset_factor\": 0,\n", " \"label_offset\": True,\n", " \"label_exfor\": True,\n", " \"label_xloc_deg\": 180,\n", " \"label_energy_err\": False,\n", " },\n", ")\n", "ax.set_xlim([0, 215])\n", "for i in range(len(all_measurements_Ay)):\n", " # get x_range\n", " xmin = min([np.min(m.x) for m in all_measurements_Ay[i]]) * np.pi / 180\n", " xmax = max([np.max(m.x) for m in all_measurements_Ay[i]]) * np.pi / 180\n", " mask = np.logical_and(angles >= xmin * 0.8, angles < xmax * 1.2)\n", " # plot models\n", " ax.fill_between(\n", " angles[mask] * 180 / np.pi,\n", " offsets[i] + kduq_pred_post_Ay[i][0][mask],\n", " offsets[i] + kduq_pred_post_Ay[i][1][mask],\n", " color=\"#ff4500\",\n", " hatch=\"|-|-\",\n", " alpha=0.2,\n", " )\n", " ax.fill_between(\n", " angles[mask] * 180 / np.pi,\n", " offsets[i] + chuq_pred_post_Ay[i][0][mask],\n", " offsets[i] + chuq_pred_post_Ay[i][1][mask],\n", " color=\"tab:blue\",\n", " hatch=r\"/\\/\",\n", " alpha=0.2,\n", " )\n", " ax.fill_between(\n", " angles[mask] * 180 / np.pi,\n", " offsets[i] + wlh_pred_post_Ay[i][0][mask],\n", " offsets[i] + wlh_pred_post_Ay[i][1][mask],\n", " color=\"m\",\n", " alpha=0.1,\n", " )" ] } ], "metadata": { "kernelspec": { "display_name": "Python (jitr)", "language": "python", "name": "jitr" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.3" } }, "nbformat": 4, "nbformat_minor": 5 }