{ "cells": [ { "cell_type": "markdown", "id": "f83689d2", "metadata": {}, "source": [ "# ReaxFF in action: bond orders, charges, MD and dissociation\n", "\n", "What sets a *reactive* force field apart is not just its energies — it is\n", "the physically meaningful internal state it computes at every step: **bond\n", "orders** for every atom pair (van Duin *et al.* 2001, eq 2) and **charges\n", "re-equilibrated at every geometry** (EEM). This notebook takes the seed and\n", "trained ReaxFF-nn libraries from\n", "[`reaxff_rmd17_train_test.ipynb`](reaxff_rmd17_train_test.ipynb) (run that\n", "first — it writes `runs/reaxff_rmd17/ffield_*.json`), plus the **original\n", "classical ReaxFF** with published parameters (the C/H/O combustion field of\n", "Chenoweth *et al.* 2008, `CHO_cho_2008` (shipped with `xnn` in the SEAMM `.frc` format)), and uses those descriptors four\n", "ways:\n", "\n", "1. a **static bond-order and charge analysis** — original and trained force\n", " fields telling C=O double bonds from C–C single bonds;\n", "2. **molecular dynamics** through the standard ASE calculator, with\n", " bond-order and charge time series along the trajectory;\n", "3. a look at **what equilibrium-only training data can and cannot teach** a\n", " reactive force field, by running the same dynamics with both libraries;\n", "4. a **C–H dissociation scan**, the signature ReaxFF plot: valence terms\n", " decay smoothly with the bond order, so the energy reaches a finite\n", " dissociation plateau instead of a harmonic wall — and the one place in\n", " this notebook where the original field, parameterized on bond-breaking\n", " data, clearly beats the trained one." ] }, { "cell_type": "markdown", "id": "a4b1bef1", "metadata": {}, "source": [ "## 0. Setup: load the libraries" ] }, { "cell_type": "code", "execution_count": 1, "id": "b1c78eda", "metadata": { "execution": { "iopub.execute_input": "2026-09-15T19:31:38.994971Z", "iopub.status.busy": "2026-09-15T19:31:38.994696Z", "iopub.status.idle": "2026-09-15T19:31:41.523678Z", "shell.execute_reply": "2026-09-15T19:31:41.523005Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "species: ['C', 'H', 'O'] | ReaxFF-nn: True | message steps: 1\n", "original field: ['H', 'C', 'O'] | ReaxFF-nn: False\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "4b3a223e6fa842fbbb267b30321e187b", "version_major": 2, "version_minor": 0 }, "text/plain": [ "rmd17:malonaldehyde train: 0%| | 0/1000 [00:00 bond order) dict for one geometry.\"\"\"\n", " g = structure_to_graph({\"pos\": p, \"atomic_numbers\": z}, cutoff=m.cutoff)\n", " out = m(g)\n", " it = m.intermediates\n", " bm = it[\"bond_mask\"]\n", " src = g.edge_index[0][bm]\n", " dst = g.edge_index[1][bm]\n", " bo = {}\n", " for e in range(len(src)):\n", " i, j = int(dst[e]), int(src[e])\n", " if i < j:\n", " bo[(i, j)] = float(it[\"bo0\"][e])\n", " return float(out[\"energy\"][0]), out[\"charges\"].detach().numpy(), bo\n", "\n", "\n", "e0, q0, bo0 = evaluate(model, pos0)\n", "e_or, q_or, bo_or = evaluate(orig_model, pos0)\n", "print(\"bond orders original | trained\")\n", "pairs = sorted(set(bo_or) | set(bo0),\n", " key=lambda k: -max(bo_or.get(k, 0.0), bo0.get(k, 0.0)))\n", "for i, j in pairs:\n", " a, b = bo_or.get((i, j), 0.0), bo0.get((i, j), 0.0)\n", " if max(a, b) > 0.2:\n", " print(f\" {sym[z[i]]}{i}-{sym[z[j]]}{j}:{a:18.2f} | {b:7.2f}\")\n", "for lab, q in ((\"original\", q_or), (\"trained \", q0)):\n", " print(f\"EEM charges ({lab}):\",\n", " \" \".join(f\"{sym[zz]}{i}:{qq:+.2f}\"\n", " for i, (zz, qq) in enumerate(zip(z, q))))" ] }, { "cell_type": "markdown", "id": "9451f9c1", "metadata": {}, "source": [ "## 2. Molecular dynamics through ASE\n", "\n", "`XNNCalculator` wraps the model (with autograd forces) as a standard ASE\n", "calculator; Langevin dynamics then just works. Two practical points, both\n", "standard ReaxFF practice:\n", "\n", "* the geometry is first **relaxed with the force field itself** (BFGS), so\n", " the dynamics starts in the model's own basin;\n", "* the timestep is **0.1 fs** — ReaxFF's bond-order exponentials make bond\n", " vibrations stiff, and the original ReaxFF simulations use 0.1 fs for\n", " exactly this reason (Nielson *et al.* 2005).\n", "\n", "We run the *same* 1 ps protocol with both libraries and record the\n", "temperature and the four heavy-atom bond orders.\n", "\n", "The published combustion field is left out of this particular comparison,\n", "and the reason is itself instructive: malonaldehyde sits far off its\n", "parameterization manifold. Its own equilibrium stretches the carbonyls to\n", "≈ 1.3 Å (1.22 Å in the DFT data), thermal DFT frames land high on its inner\n", "repulsive wall (force deviations of several eV/Å, see the training\n", "notebook), and at 300 K it drives a spurious cyclization within a fraction\n", "of a picosecond. Published transferable parameters are not automatically a\n", "sound baseline for dynamics of an arbitrary molecule." ] }, { "cell_type": "code", "execution_count": 3, "id": "7ee682f9", "metadata": { "execution": { "iopub.execute_input": "2026-09-15T19:31:41.554938Z", "iopub.status.busy": "2026-09-15T19:31:41.554820Z", "iopub.status.idle": "2026-09-15T19:36:54.801767Z", "shell.execute_reply": "2026-09-15T19:36:54.801066Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "seed field : 10000 x 0.1 fs in 157 s | second half = 272 K | max T = 534 K\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "trained field: 10000 x 0.1 fs in 152 s | second half = 402 K | max T = 625 K\n" ] } ], "source": [ "from ase import Atoms, units\n", "from ase.optimize import BFGS\n", "from ase.md.langevin import Langevin\n", "from ase.md.velocitydistribution import MaxwellBoltzmannDistribution\n", "from xnn.common.deploy import XNNCalculator\n", "\n", "BONDS = [(0, 4, \"C0=O4\"), (2, 3, \"C2=O3\"), (0, 1, \"C0-C1\"), (1, 2, \"C1-C2\")]\n", "N_STEPS, SAMPLE_EVERY, DT_FS = 10000, 25, 0.1\n", "\n", "\n", "def run_md(m, label):\n", " \"\"\"Relax with the model, then 1 ps of 300 K Langevin; return series.\"\"\"\n", " atoms = Atoms(numbers=z, positions=pos0)\n", " atoms.calc = XNNCalculator(ForceStressOutput(m), cutoff=m.cutoff)\n", " BFGS(atoms, logfile=None).run(fmax=0.05, steps=300)\n", " np.random.seed(0)\n", " MaxwellBoltzmannDistribution(atoms, temperature_K=300, rng=np.random)\n", " dyn = Langevin(atoms, DT_FS * units.fs, temperature_K=300, friction=0.02,\n", " rng=np.random)\n", " rec = {\"t\": [], \"T\": [], \"bo\": {lab: [] for _, _, lab in BONDS},\n", " \"q_o3\": [], \"q_o4\": []}\n", "\n", " def sample():\n", " _, q, bo = evaluate(m, atoms.get_positions())\n", " rec[\"t\"].append(dyn.get_time() / units.fs)\n", " rec[\"T\"].append(atoms.get_temperature())\n", " for i, j, lab in BONDS:\n", " rec[\"bo\"][lab].append(bo.get((min(i, j), max(i, j)), 0.0))\n", " rec[\"q_o3\"].append(q[3])\n", " rec[\"q_o4\"].append(q[4])\n", "\n", " dyn.attach(sample, interval=SAMPLE_EVERY)\n", " t0 = time.time()\n", " dyn.run(N_STEPS)\n", " print(f\"{label}: {N_STEPS} x {DT_FS} fs in {time.time() - t0:.0f} s | \"\n", " f\" second half = \"\n", " f\"{np.mean(rec['T'][len(rec['T']) // 2:]):.0f} K | \"\n", " f\"max T = {max(rec['T']):.0f} K\")\n", " return rec\n", "\n", "\n", "rec_seed = run_md(seed_model, \"seed field \")\n", "rec_trained = run_md(model, \"trained field\")" ] }, { "cell_type": "code", "execution_count": 4, "id": "2f67762e", "metadata": { "execution": { "iopub.execute_input": "2026-09-15T19:36:54.803393Z", "iopub.status.busy": "2026-09-15T19:36:54.803151Z", "iopub.status.idle": "2026-09-15T19:36:55.509218Z", "shell.execute_reply": "2026-09-15T19:36:55.508525Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "mean bond orders over the seed-field trajectory:\n", " C0=O4: 0.82 +- 0.04\n", " C2=O3: 0.82 +- 0.04\n", " C0-C1: 0.52 +- 0.05\n", " C1-C2: 0.52 +- 0.05\n" ] } ], "source": [ "fig, axes = plt.subplots(3, 1, figsize=(7.4, 8.2), sharex=True)\n", "axes[0].plot(rec_seed[\"t\"], rec_seed[\"T\"], lw=0.8, label=\"seed field\")\n", "axes[0].plot(rec_trained[\"t\"], rec_trained[\"T\"], lw=0.8,\n", " label=\"trained field\")\n", "axes[0].axhline(300, color=\"k\", ls=\"--\", lw=0.8)\n", "axes[0].set_ylabel(\"temperature (K)\")\n", "axes[0].set_title(\"300 K Langevin MD of malonaldehyde (dt = 0.1 fs)\")\n", "axes[0].legend(frameon=False)\n", "for lab, series in rec_seed[\"bo\"].items():\n", " axes[1].plot(rec_seed[\"t\"], series, lw=0.9, label=lab)\n", "axes[1].set_ylabel(\"bond order (seed field)\")\n", "axes[1].legend(frameon=False, ncol=4, fontsize=9)\n", "axes[2].plot(rec_seed[\"t\"], rec_seed[\"q_o3\"], lw=0.9, label=\"q(O3)\")\n", "axes[2].plot(rec_seed[\"t\"], rec_seed[\"q_o4\"], lw=0.9, label=\"q(O4)\")\n", "axes[2].set_ylabel(\"EEM charge (e)\")\n", "axes[2].set_xlabel(\"time (fs)\")\n", "axes[2].legend(frameon=False)\n", "fig.tight_layout()\n", "fig.savefig(\"reaxff_md_bond_orders.png\", dpi=150)\n", "plt.show()\n", "\n", "print(\"mean bond orders over the seed-field trajectory:\")\n", "for lab, series in rec_seed[\"bo\"].items():\n", " print(f\" {lab}: {np.mean(series):.2f} +- {np.std(series):.2f}\")" ] }, { "cell_type": "markdown", "id": "bc117333", "metadata": {}, "source": [ "## 3. What equilibrium-only training data can(not) teach\n", "\n", "The two temperature traces above are the lesson. The **seed field** — generic\n", "but built so that every term decays smoothly to zero with its bond order —\n", "holds a clean 300 K. The **trained field** is far more accurate *on the\n", "thermal manifold it was fitted to* (see the parity plots in the training\n", "notebook), yet its trajectory heats up: fitted freely to ≤ 500 K\n", "configurations, nothing constrains its landscape *between* basins, and the\n", "molecule finds spuriously exothermic escape routes that release energy into\n", "the thermostat.\n", "\n", "This is precisely why published ReaxFF and ReaxFF-nn training sets include\n", "bond-stretch scans, over/under-coordinated fragments and reaction-path\n", "configurations alongside thermal MD data: the functional form guarantees\n", "*smooth* bond breaking, but only data (or frozen physical parameters) can pin\n", "its *energetics*. The dissociation scan below shows the same thing in one\n", "coordinate." ] }, { "cell_type": "markdown", "id": "673ed76c", "metadata": {}, "source": [ "## 4. The dissociation scan\n", "\n", "Stretching the aldehyde C–H bond shows the reactive functional form at work:\n", "the bond order decays smoothly to zero and with it every valence term, so the\n", "energy reaches a *finite dissociation plateau* — no harmonic wall, no cutoff\n", "kink. And here the tables turn. The **original** field was parameterized on\n", "combustion data full of exactly this event, and it shows: a well of the\n", "right depth (plateau ≈ 4.0 eV; a real aldehyde C–H is ≈ 4.8 eV) at the right\n", "bond length. The **trained** field reproduces the well *region* it saw data\n", "for, but its plateau (≈ 1.8 eV) is an extrapolation the ≤ 500 K training\n", "data never constrained — the one-coordinate picture of the coverage lesson\n", "above. Each field is right where its data was: the published one on the\n", "reaction coordinate, the trained one on the thermal manifold. That is the\n", "case for retraining published fields with reactive data included, rather\n", "than choosing between the two." ] }, { "cell_type": "code", "execution_count": 5, "id": "f937321c", "metadata": { "execution": { "iopub.execute_input": "2026-09-15T19:36:55.511288Z", "iopub.status.busy": "2026-09-15T19:36:55.511169Z", "iopub.status.idle": "2026-09-15T19:36:56.716930Z", "shell.execute_reply": "2026-09-15T19:36:56.715983Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "original field: D(C-H) plateau ~ 4.00 eV (parameterized on bond-breaking data; a real aldehyde C-H is ~4.8 eV)\n", "trained field : D(C-H) plateau ~ 1.76 eV (an extrapolation: no stretched bonds in the training data)\n" ] } ], "source": [ "c_atom, h_atom = 2, 8 # the aldehyde C-H of C2\n", "u = pos0[h_atom] - pos0[c_atom]\n", "u /= np.linalg.norm(u)\n", "rs = np.linspace(0.85, 3.2, 40)\n", "\n", "\n", "def scan(m):\n", " es, bos = [], []\n", " for r in rs:\n", " p = pos0.copy()\n", " p[h_atom] = pos0[c_atom] + u * r\n", " g = structure_to_graph({\"pos\": p, \"atomic_numbers\": z},\n", " cutoff=m.cutoff)\n", " es.append(float(m(g)[\"energy\"][0]))\n", " it = m.intermediates\n", " bm = it[\"bond_mask\"]\n", " sel = (g.edge_index[1][bm] == c_atom) & (g.edge_index[0][bm] == h_atom)\n", " bos.append(float(it[\"bo0\"][sel][0]) if bool(sel.any()) else 0.0)\n", " es = np.array(es)\n", " return es - es.min(), np.array(bos)\n", "\n", "\n", "e_trained, bo_trained = scan(model)\n", "e_orig, bo_orig = scan(orig_model)\n", "\n", "fig, axes = plt.subplots(1, 2, figsize=(9.6, 3.8))\n", "axes[0].plot(rs, e_orig, color=\"C2\", label=\"original (published)\")\n", "axes[0].plot(rs, e_trained, color=\"C1\", label=\"trained (thermal data)\")\n", "axes[0].axhline(4.8, color=\"k\", ls=\":\", lw=0.8)\n", "axes[0].text(2.35, 4.55, \"real aldehyde C-H (~4.8 eV)\", fontsize=8)\n", "axes[0].set_xlabel(\"r(C2-H8) (Å)\")\n", "axes[0].set_ylabel(\"E - E$_{min}$ (eV)\")\n", "axes[0].set_title(\"smooth dissociation, no harmonic wall\")\n", "axes[0].legend(frameon=False, fontsize=9, loc=\"upper left\")\n", "axes[1].plot(rs, bo_orig, color=\"C2\", label=\"original\")\n", "axes[1].plot(rs, bo_trained, color=\"C1\", label=\"trained\")\n", "axes[1].set_xlabel(\"r(C2-H8) (Å)\")\n", "axes[1].set_ylabel(\"C-H bond order\")\n", "axes[1].set_title(\"bond order -> 0: valence terms switch off\")\n", "axes[1].legend(frameon=False, fontsize=9)\n", "fig.tight_layout()\n", "fig.savefig(\"reaxff_bond_dissociation.png\", dpi=150)\n", "plt.show()\n", "\n", "print(f\"original field: D(C-H) plateau ~ {e_orig[-1]:.2f} eV \"\n", " f\"(parameterized on bond-breaking data; a real aldehyde C-H is ~4.8 eV)\")\n", "print(f\"trained field : D(C-H) plateau ~ {e_trained[-1]:.2f} eV \"\n", " f\"(an extrapolation: no stretched bonds in the training data)\")" ] }, { "cell_type": "markdown", "id": "905f311f", "metadata": {}, "source": [ "## Summary\n", "\n", "* One forward pass of `ReaxFF` yields, besides energies/forces, the full set\n", " of **reactive descriptors**: per-pair bond orders, per-atom EEM charges,\n", " and the complete per-term energy decomposition (`e_bond`, `e_angle`,\n", " `e_vdw`, ...).\n", "* Any ReaxFF parameter library runs **ASE molecular dynamics** through\n", " `XNNCalculator` (relax first, use the standard 0.1 fs ReaxFF timestep),\n", " with bond orders cleanly separating double from single bonds along the\n", " trajectory and charges fluctuating with the geometry.\n", "* Bond breaking is **smooth by construction** — but its energetics (and\n", " off-manifold dynamics) are only as good as the training data. Extending\n", " the training set with stretch and reaction-path configurations, as the\n", " ReaxFF-nn papers do, is what pins them.\n", "* The **original classical ReaxFF** runs in the same class straight from a\n", " published `ffield` text file, and the comparison cuts both ways: on this\n", " molecule's thermal data it is roughly an order of magnitude less accurate\n", " than the trained field (see the training notebook), yet on the\n", " dissociation coordinate its combustion parameterization gives the\n", " physically sized well the trained field cannot know." ] } ], "metadata": { "kernelspec": { "display_name": "xnn (.venv)", "language": "python", "name": "xnn" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.13.12" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": { 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