{ "cells": [ { "cell_type": "markdown", "id": "78ffc016", "metadata": {}, "source": [ "# From a measurement to a calibrated potential\n", "\n", "This notebook walks the **production path**: an EXFOR-shaped measurement —\n", "reported in its own units, with statistical *and* systematic errors — is turned\n", "into an `ElasticDifferentialXSObservation` via `from_measurement`, its reported\n", "systematics are composed as explicit covariance terms, and a small optical\n", "potential is calibrated against it.\n", "\n", "The unit contract, up front:\n", "\n", "- **dimensionful** errors (statistical, absolute offset) are divided by the unit\n", " normalization `norm` when the observation is built;\n", "- the **fractional** normalization error is dimensionless and passes through\n", " untouched;\n", "- `norm` itself is retained as `obs.norm` for provenance.\n" ] }, { "cell_type": "code", "execution_count": 1, "id": "9585b106", "metadata": { "execution": { "iopub.execute_input": "2026-08-11T03:07:06.821526Z", "iopub.status.busy": "2026-08-11T03:07:06.821389Z", "iopub.status.idle": "2026-08-11T03:07:09.182945Z", "shell.execute_reply": "2026-08-11T03:07:09.182237Z" } }, "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": [ "from types import SimpleNamespace\n", "\n", "import corner\n", "import jitr\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "from jitr.optical_potentials.potential_forms import (\n", " thomas_safe,\n", " woods_saxon_prime_safe,\n", " woods_saxon_safe,\n", ")\n", "from scipy import stats\n", "\n", "import rxmc\n", "from rxmc.params import Parameter\n", "\n", "rng = np.random.default_rng(11)" ] }, { "cell_type": "markdown", "id": "213805bd", "metadata": {}, "source": [ "## The reaction and optical model" ] }, { "cell_type": "code", "execution_count": 2, "id": "63f8c4a7", "metadata": { "execution": { "iopub.execute_input": "2026-08-11T03:07:09.184651Z", "iopub.status.busy": "2026-08-11T03:07:09.184357Z", "iopub.status.idle": "2026-08-11T03:07:09.213438Z", "shell.execute_reply": "2026-08-11T03:07:09.212848Z" } }, "outputs": [], "source": [ "Ca40 = (40, 20)\n", "neutron = (1, 0)\n", "E_lab = 14.1\n", "\n", "rxn = jitr.reactions.ElasticReaction(target=Ca40, projectile=neutron)\n", "\n", "mso = 1.0 / jitr.utils.constants.WAVENUMBER_PION\n", "\n", "\n", "def central_potential(r, Vv, Wv, Rv, av, Wd, Rd, ad):\n", " return -(Vv + 1j * Wv) * woods_saxon_safe(r, Rv, av) + (\n", " 4j * ad * Wd\n", " ) * woods_saxon_prime_safe(r, Rd, ad)\n", "\n", "\n", "def spin_orbit_potential(r, Vso, Wso, Rso, aso):\n", " return (Vso + 1j * Wso) * mso**2 * thomas_safe(r, Rso, aso)\n", "\n", "\n", "R = 1.2 * 40 ** (1 / 3)\n", "fixed_spin_orbit = (6.0, -3, R, 0.45)\n", "\n", "\n", "def extract_params(ws, *x):\n", " Vv, Wv, Rv, av, Wd, Rd, ad = x\n", " central_params = (Vv, Wv, Rv, av, Wd, Rd, ad)\n", " return central_params, fixed_spin_orbit\n", "\n", "\n", "params = [\n", " Parameter(\"Vv\", unit=\"MeV\"),\n", " Parameter(\"Wv\", unit=\"MeV\"),\n", " Parameter(\"Rv\", unit=\"fm\"),\n", " Parameter(\"av\", unit=\"fm\"),\n", " Parameter(\"Wd\", unit=\"MeV\"),\n", " Parameter(\"Rd\", unit=\"fm\"),\n", " Parameter(\"ad\", unit=\"fm\"),\n", "]\n", "\n", "omp = rxmc.elastic_diffxs_model.ElasticDifferentialXSModel(\n", " \"dXS/dA\",\n", " interaction_central=central_potential,\n", " interaction_spin_orbit=spin_orbit_potential,\n", " calculate_interaction_from_params=extract_params,\n", " params=params,\n", " model_name=\"measurement_demo\",\n", ")" ] }, { "cell_type": "markdown", "id": "895e8324", "metadata": {}, "source": [ "## A measurement, as EXFOR reports it\n", "\n", "EXFOR entries report cross sections in their own units — here **mb/sr** — with a\n", "statistical error column and, often, scalar systematic errors: a *fractional*\n", "normalization uncertainty (e.g. from the flux calibration) and an *absolute*\n", "offset uncertainty (e.g. from background subtraction), in the same units as the\n", "data. We mock up such a measurement (`exfor_tools.Distribution` carries exactly\n", "these fields) from a known truth so we can check the calibration at the end.\n" ] }, { "cell_type": "code", "execution_count": 3, "id": "c7dff4fd", "metadata": { "execution": { "iopub.execute_input": "2026-08-11T03:07:09.215225Z", "iopub.status.busy": "2026-08-11T03:07:09.215072Z", "iopub.status.idle": "2026-08-11T03:07:20.015257Z", "shell.execute_reply": "2026-08-11T03:07:20.014738Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "angles_deg = np.linspace(5.0, 160.0, 20)\n", "true_params = np.array(\n", " [48.0, 3.5, 1.1 * 40 ** (1 / 3), 0.7, 21, 1.2 * 40 ** (1 / 3), 0.5]\n", ")\n", "\n", "template_obs = rxmc.elastic_diffxs_observation.ElasticDifferentialXSObservation(\n", " x=angles_deg,\n", " y=np.ones_like(angles_deg, dtype=float),\n", " Elab=E_lab,\n", " reaction=rxn,\n", " quantity=\"dXS/dA\",\n", " measurement_quantity=\"dXS/dA\",\n", " y_units=\"barn / steradian\",\n", " dataset_label=\"template\",\n", ")\n", "\n", "y_true_b = omp.evaluate(template_obs, *true_params) # b/sr\n", "y_true_mb = y_true_b * 1000.0 # the measurement is reported in mb/sr\n", "\n", "stat_err_mb = 0.08 * np.maximum(y_true_mb, 1e-1)\n", "y_mb = np.clip(y_true_mb + rng.normal(scale=stat_err_mb), 1e-3, None)\n", "\n", "measurement = SimpleNamespace(\n", " x=angles_deg, # degrees\n", " y=y_mb, # mb/sr\n", " Einc=E_lab,\n", " quantity=\"dXS/dA\",\n", " y_units=\"mb/sr\",\n", " statistical_err=stat_err_mb, # mb/sr\n", " systematic_norm_err=0.04, # fractional (dimensionless)\n", " systematic_offset_err=2.0, # absolute, mb/sr\n", " subentry=\"toy-subentry\",\n", ")\n", "\n", "plt.errorbar(\n", " measurement.x, measurement.y, measurement.statistical_err, ls=\"none\", marker=\".\"\n", ")\n", "plt.xlabel(r\"$\\theta$ [deg]\")\n", "plt.ylabel(r\"$d\\sigma/d\\Omega$ [mb/sr]\")\n", "plt.yscale(\"log\")\n", "plt.title(\"A mock EXFOR-style measurement of n + $^{40}$Ca\");" ] }, { "cell_type": "markdown", "id": "ac41e21a", "metadata": {}, "source": [ "## `from_measurement` keeps the systematics as inert metadata\n", "\n", "The observation stores its data in internal units (b/sr). Everything\n", "**dimensionful** — `y`, the statistical error, the absolute offset error — is\n", "divided by `obs.norm` (here $10^3$, mb $\\to$ b); the **fractional** normalization\n", "error is dimensionless and untouched. The systematics are *metadata*: they do\n", "not enter any covariance until you ask.\n" ] }, { "cell_type": "code", "execution_count": 4, "id": "480644cd", "metadata": { "execution": { "iopub.execute_input": "2026-08-11T03:07:20.017049Z", "iopub.status.busy": "2026-08-11T03:07:20.016896Z", "iopub.status.idle": "2026-08-11T03:07:21.846957Z", "shell.execute_reply": "2026-08-11T03:07:21.846224Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "unit normalization obs.norm = 1000.0\n", "fractional norm error 0.04 (passed through)\n", "absolute offset error 0.002 b/sr (= 2.0 mb/sr / norm)\n", "y[0]: measurement 1834.19 mb/sr -> stored 1.83419 b/sr\n" ] } ], "source": [ "obs = rxmc.elastic_diffxs_observation.ElasticDifferentialXSObservation.from_measurement(\n", " measurement=measurement,\n", " reaction=rxn,\n", " quantity=\"dXS/dA\",\n", ")\n", "\n", "print(f\"unit normalization obs.norm = {obs.norm}\")\n", "print(f\"fractional norm error {obs.y_sys_err_normalization} (passed through)\")\n", "print(f\"absolute offset error {obs.y_sys_err_offset} b/sr (= 2.0 mb/sr / norm)\")\n", "print(f\"y[0]: measurement {measurement.y[0]:.2f} mb/sr -> stored {obs.y[0]:.5f} b/sr\")" ] }, { "cell_type": "markdown", "id": "5b9b64d7", "metadata": {}, "source": [ "## Nothing is folded in silently — systematics are explicit terms\n", "\n", "By design there is **no compatibility path that re-folds systematics into the\n", "covariance automatically**: the default constraint covariance is the statistical\n", "diagonal only. `obs.systematic_terms()` turns the retained metadata into\n", "fixed rank-one terms — the absolute offset mode\n", "$\\Sigma \\mathrel{+}= \\omega\\omega^T$ and the prediction-scaled normalization mode\n", "$\\Sigma \\mathrel{+}= \\eta^2\\, y_m y_m^T$ — which you pass in as `extra_terms`.\n" ] }, { "cell_type": "code", "execution_count": 5, "id": "551698f3", "metadata": { "execution": { "iopub.execute_input": "2026-08-11T03:07:21.848441Z", "iopub.status.busy": "2026-08-11T03:07:21.848289Z", "iopub.status.idle": "2026-08-11T03:07:22.186513Z", "shell.execute_reply": "2026-08-11T03:07:22.185864Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['Term', 'Term']\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "terms = obs.systematic_terms()\n", "print([type(t).__name__ for t in terms])\n", "\n", "constraint_stat = rxmc.constraint.Constraint([obs], omp)\n", "constraint = rxmc.constraint.Constraint([obs], omp, extra_terms=terms)\n", "\n", "fig, axes = plt.subplots(1, 2, figsize=(9, 4))\n", "for a, (c, title) in zip(\n", " axes,\n", " [\n", " (constraint_stat, \"statistical only (default)\"),\n", " (constraint, \"+ reported systematics\"),\n", " ],\n", "):\n", " im = a.imshow(c.covariance_matrix(true_params), cmap=\"viridis\")\n", " a.set_title(title)\n", " fig.colorbar(im, ax=a, fraction=0.046)\n", "fig.tight_layout()" ] }, { "cell_type": "markdown", "id": "293e0e6e", "metadata": {}, "source": [ "## Guardrail: a measurement with no statistical error\n", "\n", "EXFOR subentries that report only a systematic error come back with\n", "`statistical_err = 0`. The old pipeline would let that propagate and crash deep\n", "inside the sampler; now the `Constraint` fails fast, names the dataset, and\n", "suggests the remedies.\n" ] }, { "cell_type": "code", "execution_count": 6, "id": "5321385f", "metadata": { "execution": { "iopub.execute_input": "2026-08-11T03:07:22.187926Z", "iopub.status.busy": "2026-08-11T03:07:22.187773Z", "iopub.status.idle": "2026-08-11T03:07:24.064179Z", "shell.execute_reply": "2026-08-11T03:07:24.063596Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Constraint covariance over [toy-subentry-nostat] is singular (Cholesky factorization failed). The covariance diagonal is zero on rows belonging to ['toy-subentry-nostat']: these datasets report zero statistical error and no other covariance term covers their points. Remedies: pass the dataset's reported systematics as terms (extra_terms=[*obs.systematic_terms()]; for a multi-observation constraint place them with support= from rxmc.covariance.stacked_supports(observations)), add a noise_term or a fixed Term covering those points, or compose the full covariance explicitly with include_statistical_term=False.\n" ] } ], "source": [ "measurement_nostat = SimpleNamespace(**{**vars(measurement)})\n", "measurement_nostat.statistical_err = np.zeros_like(y_mb)\n", "measurement_nostat.subentry = \"toy-subentry-nostat\"\n", "\n", "obs_nostat = (\n", " rxmc.elastic_diffxs_observation.ElasticDifferentialXSObservation.from_measurement(\n", " measurement=measurement_nostat,\n", " reaction=rxn,\n", " quantity=\"dXS/dA\",\n", " )\n", ")\n", "\n", "try:\n", " rxmc.constraint.Constraint([obs_nostat], omp)\n", "except ValueError as err:\n", " print(err)" ] }, { "cell_type": "markdown", "id": "d98cea7e", "metadata": {}, "source": [ "As the message says: supply the dataset's reported systematics as terms, add a\n", "`noise_term` (a free noise nuisance), or compose the covariance explicitly. Note\n", "that the offset and normalization modes alone are rank-two, so a dataset with\n", "*only* systematic errors still needs a diagonal contribution (a noise term or an\n", "error floor) to make $\\Sigma$ positive definite. Our measurement has statistical\n", "errors, so we proceed.\n" ] }, { "cell_type": "markdown", "id": "9489bae8", "metadata": {}, "source": [ "## Calibrate" ] }, { "cell_type": "code", "execution_count": 7, "id": "17319787", "metadata": { "execution": { "iopub.execute_input": "2026-08-11T03:07:24.065831Z", "iopub.status.busy": "2026-08-11T03:07:24.065682Z", "iopub.status.idle": "2026-08-11T03:07:24.069721Z", "shell.execute_reply": "2026-08-11T03:07:24.069224Z" } }, "outputs": [], "source": [ "evidence = rxmc.evidence.Evidence(constraints=[constraint])\n", "\n", "prior_mean = np.array(\n", " [50.0, 3, 1.2 * 40 ** (1 / 3), 0.65, 18, 1.2 * 40 ** (1 / 3), 0.65]\n", ")\n", "prior_cov = np.diag([7, 7, 0.2, 0.2, 10, 0.2, 0.2]) ** 2\n", "prior = stats.multivariate_normal(mean=prior_mean, cov=prior_cov)\n", "\n", "walker = rxmc.walker.Walker(\n", " model_sampler=rxmc.param_sampling.BatchedAdaptiveMetropolisSampler(\n", " params=omp.params,\n", " prior=prior,\n", " starting_location=prior_mean,\n", " initial_proposal_cov=prior_cov / 100,\n", " ),\n", " evidence=evidence,\n", " rng=np.random.default_rng(7),\n", ")" ] }, { "cell_type": "code", "execution_count": 8, "id": "84438127", "metadata": { "execution": { "iopub.execute_input": "2026-08-11T03:07:24.071394Z", "iopub.status.busy": "2026-08-11T03:07:24.071248Z", "iopub.status.idle": "2026-08-11T03:07:40.796744Z", "shell.execute_reply": "2026-08-11T03:07:40.795972Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 16.7 s, sys: 1.4 ms, total: 16.7 s\n", "Wall time: 16.7 s\n" ] }, { "data": { "text/plain": [ "0.206125" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "%%time\n", "walker.walk(n_steps=8000, burnin=1000, batch_size=1000, verbose=False)\n", "samples = walker.model_sampler.chain\n", "walker.model_sampler.overall_acceptance_fraction()" ] }, { "cell_type": "code", "execution_count": 9, "id": "f7b9a4c4", "metadata": { "execution": { "iopub.execute_input": "2026-08-11T03:07:40.798239Z", "iopub.status.busy": "2026-08-11T03:07:40.798069Z", "iopub.status.idle": "2026-08-11T03:07:42.595527Z", "shell.execute_reply": "2026-08-11T03:07:42.594833Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = corner.corner(\n", " samples,\n", " labels=[p.name for p in omp.params],\n", " truths=true_params,\n", " truth_color=\"k\",\n", ")" ] }, { "cell_type": "markdown", "id": "dccca3bf", "metadata": {}, "source": [ "## Predictive check" ] }, { "cell_type": "code", "execution_count": 10, "id": "1ec6c533", "metadata": { "execution": { "iopub.execute_input": "2026-08-11T03:07:42.600185Z", "iopub.status.busy": "2026-08-11T03:07:42.600011Z", "iopub.status.idle": "2026-08-11T03:07:42.979739Z", "shell.execute_reply": "2026-08-11T03:07:42.978808Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "draw_indices = np.linspace(0, samples.shape[0] - 1, 60, dtype=int)\n", "y_draws = np.array(\n", " [omp.visualizable_model_prediction(obs, *d) for d in samples[draw_indices]]\n", ")\n", "y_low, y_high = np.percentile(y_draws, [5, 95], axis=0)\n", "\n", "angles_plot = np.rad2deg(obs.visualization_workspace.angles)\n", "fig, ax = plt.subplots(1, 1, figsize=(8, 4))\n", "ax.errorbar(\n", " np.rad2deg(obs.x), obs.y, yerr=obs.y_stat_err, ls=\"none\", marker=\"o\", label=\"data\"\n", ")\n", "ax.plot(\n", " angles_plot,\n", " omp.visualizable_model_prediction(obs, *true_params),\n", " \"k:\",\n", " label=\"truth\",\n", ")\n", "ax.fill_between(angles_plot, y_low, y_high, alpha=0.3, label=\"90% predictive band\")\n", "ax.set_xlabel(r\"$\\theta$ [deg]\")\n", "ax.set_ylabel(r\"$d\\sigma/d\\Omega$ [b/sr]\")\n", "ax.set_yscale(\"log\")\n", "ax.legend()\n", "fig.tight_layout()" ] }, { "cell_type": "markdown", "id": "e95379dc", "metadata": {}, "source": [ "## Takeaways\n", "\n", "- **The unit contract**: `from_measurement` divides everything dimensionful\n", " (data, statistical error, absolute offset error) by `obs.norm` and passes the\n", " fractional normalization error through untouched. `obs.norm` is retained, so\n", " you can always convert back.\n", "- **Systematics are opt-in**: they ride along as metadata and become covariance\n", " terms only via `obs.systematic_terms()` passed to\n", " `Constraint(extra_terms=...)` — nothing correlated is hidden in a default.\n", "- **The guardrail**: a dataset contributing zero variance fails at construction\n", " with a message naming the subentry, not with an opaque `LinAlgError` mid-chain.\n", "- To adapt to production: replace the `SimpleNamespace` with an\n", " `exfor_tools.Distribution` — the fields are the same.\n" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.12.3" } }, "nbformat": 4, "nbformat_minor": 5 }