{ "cells": [ { "cell_type": "markdown", "id": "115e255e", "metadata": {}, "source": [ "# Case 07: Stratified-ABL neutral-limit regression\n", "\n", "> **STATUS: SCAFFOLD - unrun (P3).** This notebook is analysis\n", "> structure only. It runs before the GPU result exists (every loader is\n", "> guarded and degrades to a 'pending' placeholder), and it makes NO\n", "> physics claim. This case is a SELF-REGRESSION: the `baseline` run IS\n", "> the reference. GPU validation is pending (epic #1034 P5, issue #1039).\n", "\n", "Mandatory neutral-limit regression for the stratified-ABL feature\n", "(Monin-Obukhov IBM ground wall model + Boussinesq buoyancy). With the\n", "feature OFF (`baseline`) or at its INERT parameter (`neutral_limit`:\n", "`surface_heat_flux = 0`, `beta = 0`), the solver must recover its\n", "pre-feature behaviour to the solver noise floor. The same pair is run\n", "across a 2:1 refinement slab (`baseline_mb`, `neutral_limit_mb`) to prove\n", "the inert buoyancy / temperature field stays continuous across the\n", "interface.\n", "\n", "Config:\n", "`validation/wind_engineering/07_stratified_neutral_limit/07_stratified_neutral_limit.nassu.yaml`." ] }, { "cell_type": "markdown", "id": "cc959111", "metadata": {}, "source": [ "## Acceptance criterion (stated up front)\n", "\n", "The GPU solver is NOT bit-reproducible run-to-run (atomicAdd ordering,\n", "~1e-6 relative in float32), so we validate STATISTICS, not instantaneous\n", "fields, and prove parity against the solver's own noise floor. Using the\n", "time-averaged mean fields over [10000, 20000] steps, x-y-averaged into\n", "z-profiles of u, rho and temperature:\n", "\n", "- `Delta_feature` = || neutral_limit(z) - baseline(z) ||\n", "- `Delta_noise` = || baseline_rerun(z) - baseline(z) || (solver noise)\n", "\n", "The regression PASSES iff `Delta_feature <~ Delta_noise` (same order,\n", "~1e-6 relative) for every quantity. For the multiblock variant, the\n", "`Delta_feature` bars must stay at the same solver-noise floor as the\n", "single-block case, showing the inert feature composes across the 2:1\n", "refinement interface (F2C/C2F/border reconstruction) with no discontinuity." ] }, { "cell_type": "code", "execution_count": 1, "id": "8ff42ff5", "metadata": { "execution": { "iopub.execute_input": "2026-07-21T16:53:33.981452Z", "iopub.status.busy": "2026-07-21T16:53:33.981354Z", "iopub.status.idle": "2026-07-21T16:53:34.197360Z", "shell.execute_reply": "2026-07-21T16:53:34.197018Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "results dir: /home/waine/Documents/Codigos/AeroSim/nassu-stratified-abl/output/validation/wind_engineering/07_stratified_neutral_limit (exists: True )\n" ] } ], "source": [ "import glob\n", "import pathlib\n", "\n", "import h5py\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "\n", "def _find_project_root() -> pathlib.Path:\n", " here = pathlib.Path.cwd().resolve()\n", " for cand in [here, *here.parents]:\n", " if (cand / \"pyproject.toml\").exists() and (cand / \"nassu\").is_dir():\n", " return cand\n", " raise RuntimeError(f\"Could not locate Nassu project root from {here}\")\n", "\n", "\n", "project_root = _find_project_root()\n", "case = 'validation/wind_engineering/07_stratified_neutral_limit'\n", "results_dir = project_root / 'output' / case\n", "\n", "# The regression sims. The `_rerun` sims establish the solver noise floor.\n", "SINGLE = ['baseline', 'baseline_rerun', 'neutral_limit']\n", "MULTIBLOCK = ['baseline_mb', 'baseline_mb_rerun', 'neutral_limit_mb']\n", "PROFILE_MACRS = ['u', 'rho', 'temperature_phi']\n", "print('results dir:', results_dir, '(exists:', results_dir.exists(), ')')" ] }, { "cell_type": "markdown", "id": "05703ec7", "metadata": {}, "source": [ "## Load mean fields and reduce to z-profiles (guarded)\n", "\n", "Each sim exports first-order stats of `rho`, `u`, `temperature_phi`\n", "(`data.exports.mean_fields`). x and y are periodic (homogeneous), so the\n", "z-profile is the x-y average of the time-mean field. Every loader\n", "returns `None` when the run is absent, so the plots below degrade to a\n", "'pending' placeholder without error." ] }, { "cell_type": "code", "execution_count": 2, "id": "80dbcbed", "metadata": { "execution": { "iopub.execute_input": "2026-07-21T16:53:34.198455Z", "iopub.status.busy": "2026-07-21T16:53:34.198329Z", "iopub.status.idle": "2026-07-21T16:53:34.206199Z", "shell.execute_reply": "2026-07-21T16:53:34.205847Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "single-block results present: True\n", "multiblock results present: True\n" ] } ], "source": [ "def load_profile(sim_name: str):\n", " \"\"\"Return {macr: z_profile_1d} for a sim, or None if the run is absent.\n", "\n", " z-profile = x-y average of the time-mean field over the stats window.\n", " \"\"\"\n", " pat = str(results_dir / f'{sim_name}__000' / 'outputs'\n", " / 'mean_fields.volume.mean_fields.stats.*.h5')\n", " files = sorted(glob.glob(pat))\n", " if not files:\n", " return None\n", " # The accumulated 1st-order mean field (level 0), one time group.\n", " # Axis order is Fortran (0=x, 1=y, 2=z); x, y are periodic homogeneous\n", " # directions, so the z-profile is the x-y average. 'u' <- ux (the\n", " # streamwise, forced component).\n", " src = {'u': 'ux', 'rho': 'rho', 'temperature_phi': 'temperature_phi'}\n", " with h5py.File(files[-1], 'r') as h:\n", " blk = h[sorted(h.keys())[-1]]['block0']\n", " return {m: np.asarray(blk[src[m]][:]).mean(axis=(0, 1)) for m in PROFILE_MACRS}\n", "\n", "\n", "def load_group(names):\n", " return {n: load_profile(n) for n in names}\n", "\n", "\n", "def have(group):\n", " return group and all(v is not None for v in group.values())\n", "\n", "\n", "single = load_group(SINGLE)\n", "multiblock = load_group(MULTIBLOCK)\n", "print('single-block results present:', have(single))\n", "print('multiblock results present:', have(multiblock))" ] }, { "cell_type": "markdown", "id": "d0ccdf31", "metadata": {}, "source": [ "## Profile overlay: neutral_limit vs baseline (single block)\n", "\n", "The feature-inert run (`neutral_limit`) overlaid on the feature-off\n", "reference (`baseline`) and the noise-floor rerun (`baseline_rerun`) for\n", "u(z), rho(z) and temperature(z). If the feature is truly inert the three\n", "curves are indistinguishable. Plots only." ] }, { "cell_type": "code", "execution_count": 3, "id": "331f0cf4", "metadata": { "execution": { "iopub.execute_input": "2026-07-21T16:53:34.207059Z", "iopub.status.busy": "2026-07-21T16:53:34.206986Z", "iopub.status.idle": "2026-07-21T16:53:34.411045Z", "shell.execute_reply": "2026-07-21T16:53:34.410695Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 3, figsize=(12, 4), sharey=True)\n", "titles = {'u': 'u(z)', 'rho': 'rho(z)', 'temperature_phi': 'temperature(z)'}\n", "styles = {'baseline': ('k-', 'baseline (feature OFF)'),\n", " 'baseline_rerun': ('0.6', 'baseline rerun (noise floor)'),\n", " 'neutral_limit': ('C1--', 'neutral_limit (feature inert)')}\n", "for ax, macr in zip(axes, PROFILE_MACRS):\n", " if have(single):\n", " for sim, (fmt, lbl) in styles.items():\n", " prof = single[sim][macr]\n", " z = np.arange(len(prof))\n", " ax.plot(prof, z, fmt, label=lbl)\n", " else:\n", " ax.text(0.5, 0.5, 'pending GPU run', ha='center', va='center',\n", " transform=ax.transAxes)\n", " ax.set_title(titles[macr])\n", " ax.set_xlabel(titles[macr])\n", " if ax.get_legend_handles_labels()[0]:\n", " ax.legend(fontsize=8)\n", "axes[0].set_ylabel('z (lattice)')\n", "fig.suptitle('Neutral-limit regression: profile overlay (single block) - SCAFFOLD')\n", "fig.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "a5fc591c", "metadata": {}, "source": [ "## Parity bar chart: Delta_feature vs Delta_noise\n", "\n", "For each quantity, the profile L2 difference of the feature-inert run\n", "against baseline (`Delta_feature`) next to the baseline-vs-rerun solver\n", "noise floor (`Delta_noise`). The regression PASSES when the orange bar\n", "does not exceed the grey bar (same order). A grouped bar chart - a scalar\n", "decomposition shown as bars, never a bare table." ] }, { "cell_type": "code", "execution_count": 4, "id": "e1b5c81b", "metadata": { "execution": { "iopub.execute_input": "2026-07-21T16:53:34.412184Z", "iopub.status.busy": "2026-07-21T16:53:34.412104Z", "iopub.status.idle": "2026-07-21T16:53:34.719730Z", "shell.execute_reply": "2026-07-21T16:53:34.719357Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def profile_l2(a, b):\n", " a, b = np.asarray(a), np.asarray(b)\n", " denom = np.linalg.norm(b) or 1.0\n", " return float(np.linalg.norm(a - b) / denom) # relative L2\n", "\n", "\n", "def parity_bars(group, label):\n", " fig, ax = plt.subplots(figsize=(7, 4))\n", " x = np.arange(len(PROFILE_MACRS))\n", " w = 0.38\n", " if have(group):\n", " base = group[[k for k in group if k.startswith('baseline') and 'rerun' not in k][0]]\n", " rerun = group[[k for k in group if 'rerun' in k][0]]\n", " feat = group[[k for k in group if k.startswith('neutral')][0]]\n", " d_noise = [profile_l2(rerun[m], base[m]) for m in PROFILE_MACRS]\n", " d_feat = [profile_l2(feat[m], base[m]) for m in PROFILE_MACRS]\n", " ax.bar(x - w / 2, d_noise, w, label='Delta_noise (baseline rerun)', color='0.6')\n", " ax.bar(x + w / 2, d_feat, w, label='Delta_feature (neutral_limit)', color='C1')\n", " ax.set_yscale('log')\n", " ax.axhline(max(d_noise), ls=':', color='0.4', lw=1)\n", " ax.legend()\n", " else:\n", " ax.text(0.5, 0.5, 'pending GPU run', ha='center', va='center',\n", " transform=ax.transAxes)\n", " ax.set_xticks(x)\n", " ax.set_xticklabels(['u', 'rho', 'temperature'])\n", " ax.set_ylabel('relative L2 profile difference')\n", " ax.set_title(f'Parity vs solver noise floor ({label}) - SCAFFOLD')\n", " fig.tight_layout()\n", " plt.show()\n", "\n", "\n", "parity_bars(single, 'single block')" ] }, { "cell_type": "markdown", "id": "a7bb1354", "metadata": {}, "source": [ "## Multiblock variant: parity across the 2:1 refinement\n", "\n", "The same parity check with a 2:1 refinement slab present. If the\n", "`Delta_feature` bars sit at the same solver-noise floor as the single-block\n", "case, the inert feature composes across the refinement interface\n", "(F2C/C2F/border reconstruction) without introducing any discontinuity - a\n", "term applied in bulk collision but omitted from border reconstruction or\n", "the level-transfer rescale would push `Delta_feature` above the floor here.\n", "The multiblock parity is the robust interface-composition check (the\n", "level-0 stitched export layout makes a raw per-node interface profile\n", "unreliable, so parity-vs-noise is used rather than a hand-placed interface\n", "line)." ] }, { "cell_type": "code", "execution_count": 5, "id": "d568b573", "metadata": { "execution": { "iopub.execute_input": "2026-07-21T16:53:34.720691Z", "iopub.status.busy": "2026-07-21T16:53:34.720597Z", "iopub.status.idle": "2026-07-21T16:53:34.798741Z", "shell.execute_reply": "2026-07-21T16:53:34.798462Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "parity_bars(multiblock, 'multiblock 2:1')" ] }, { "cell_type": "markdown", "id": "610e4219", "metadata": {}, "source": [ "## Verdict (populated at P5)\n", "\n", "Once the run exists, the regression passes iff `Delta_feature <~\n", "Delta_noise` for every quantity in BOTH the single-block and multiblock\n", "parity charts, and the multiblock temperature profile shows no sawtooth\n", "at the refinement interfaces. Any failure means the (supposedly inert)\n", "feature code path has moved the pre-feature physics and must be fixed\n", "before the 05 / 06 benchmark rungs are trusted." ] } ], "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": "3.12.13" } }, "nbformat": 4, "nbformat_minor": 5 }