{ "cells": [ { "cell_type": "markdown", "id": "fb406d7c", "metadata": {}, "source": [ "# DFTB+ socket coupling with MaxwellLink\n", "\n", "This notebook shows how to run real-time TDDFTB dynamics by connecting a modified DFTB+ code (https://github.com/TEL-Research/dftbplus) to MaxwellLink. \n", "\n", "Overall, to enable the coupling between DFTB+ with MaxwellLink, add the following ``MaxwellLinkSocket`` block within ``ElectronDynamics``:\n", "\n", "```bash\n", "ElectronDynamics = {\n", " ...\n", " MaxwellLinkSocket = {\n", " File = \"__MXL_SOCKET__\"\n", " ResetDipole = Yes\n", " }\n", "}\n", "```\n", "Here, we use the UNIX socket communication between the DFTB+ code and MaxwellLink.\n", "\n", "To make our life simple, here we focus on:\n", "\n", "- A single H2 molecule forming electronic strong coupling in a single-mode cavity without the dipole self-energy term.\n", "\n", "In this case, nuclear motion is enabled and the initial temperature is set as 0 K." ] }, { "cell_type": "code", "execution_count": 1, "id": "f4e3c380", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Using DFTB+: /Users/taoli/.local/bin/dftb+\n" ] } ], "source": [ "from pathlib import Path\n", "import os\n", "import shutil\n", "import subprocess\n", "import time\n", "\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "import maxwelllink as mxl\n", "from maxwelllink.tools import ir_spectrum, rt_tddft_spectrum\n", "\n", "ROOT = Path.cwd()\n", "INPUT_DIR = ROOT / \"dftbplus_input\"\n", "RUN_ROOT = ROOT / \"dftbplus_runs\"\n", "RUN_ROOT.mkdir(exist_ok=True)\n", "\n", "AU_TO_CM = 219474.6313705\n", "AU_TO_EV = 27.211386245988\n", "AU_TO_FS = 0.024188843265857\n", "\n", "DFTBPLUS_BIN = os.environ.get(\"DFTBPLUS_BIN\") or shutil.which(\"dftb+\")\n", "if DFTBPLUS_BIN is None:\n", " raise RuntimeError(\"Could not find DFTB+. Set DFTBPLUS_BIN to a socket-enabled dftb+ executable.\")\n", "\n", "print(\"Using DFTB+:\", DFTBPLUS_BIN)\n", "\n", "\n", "def normalize_spectrum(sp):\n", " sp = np.asarray(sp, dtype=float)\n", " scale = np.nanmax(np.abs(sp)) if sp.size else 0.0\n", " return sp / scale if scale > 0.0 else sp\n", "\n", "\n", "def fft_spectrum_cm(signal, dt_au):\n", " signal = np.asarray(signal, dtype=float)\n", " centered = signal - np.mean(signal)\n", " window = np.hanning(centered.size)\n", " spectrum = np.abs(np.fft.rfft(centered * window)) ** 2\n", " omega_au = 2.0 * np.pi * np.fft.rfftfreq(centered.size, d=dt_au)\n", " return omega_au[1:] * AU_TO_CM, spectrum[1:]\n" ] }, { "cell_type": "markdown", "id": "e20784a2", "metadata": {}, "source": [ "### 1. Prepare and launch DFTB+\n", "\n", "The template `h2_electronic_socket.hsd` in `dftbplus_input/` is based on the standard DFTB+ H2 real-time singlet test. The helper functions below supplies the DFTB+ H2 input file with runtime parameters." ] }, { "cell_type": "code", "execution_count": 2, "id": "c043a269", "metadata": {}, "outputs": [], "source": [ "def prepare_h2_electronic_run(socket_name: str, dt_au_value: float, steps: int):\n", " run_dir = RUN_ROOT / \"h2_electronic_no_dse\"\n", " run_dir.mkdir(parents=True, exist_ok=True)\n", "\n", " text = (INPUT_DIR / \"h2_electronic_socket.hsd\").read_text()\n", " text = text.replace(\"__MXL_SOCKET__\", socket_name)\n", " text = text.replace(\"__DT_AU__\", f\"{dt_au_value:.16e}\")\n", " text = text.replace(\"__STEPS__\", str(int(steps)))\n", " (run_dir / \"dftb_in.hsd\").write_text(text)\n", "\n", " shutil.copy2(INPUT_DIR / \"H-H.skf\", run_dir / \"H-H.skf\")\n", " return run_dir\n", "\n", "\n", "def launch_h2_electronic_dftb(run_dir: Path, sleep_time: float = 0.5):\n", " stdout = open(run_dir / \"dftbplus.out\", \"w\")\n", " print(\"Launching DFTB+ in\", run_dir)\n", " proc = subprocess.Popen(\n", " [DFTBPLUS_BIN],\n", " cwd=run_dir,\n", " stdout=stdout,\n", " stderr=subprocess.STDOUT,\n", " )\n", " time.sleep(sleep_time)\n", " if proc.poll() is not None:\n", " stdout.close()\n", " tail = (run_dir / \"dftbplus.out\").read_text(errors=\"replace\")[-4000:]\n", " raise RuntimeError(f\"DFTB+ exited before socket coupling started. Tail of dftbplus.out:\\n{tail}\")\n", " return proc, stdout" ] }, { "cell_type": "markdown", "id": "0ebb2a33", "metadata": {}, "source": [ "### 2. Run the coupled electronic simulation\n", "\n", "The DFTB+ electronic timestep and the MaxwellLink timestep are both `0.2 au`. The approximate H2 electronic resonance used here is `17.2 eV`. Here, we assume an initially purturbed cavity coordinate coupled to a ground-state H2 molecule." ] }, { "cell_type": "code", "execution_count": 3, "id": "01488d83", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[Init Molecule] Under socket mode, registered molecule with ID 0\n", "Launching DFTB+ in /Users/taoli/Documents/Github/MaxwellLink/tutorials/dftbplus_runs/h2_electronic_no_dse\n", "[SocketHub] CONNECTED: mol 0 <- \n", "[SingleModeCavity] Completed 1000/1200 [83.3%] steps, time/step: 8.30e-04 seconds, remaining time: 0.17 seconds.\n", "[SocketHub] DISCONNECTED: mol 0 from \n", "[SocketHub] Unlinked unix socket path /tmp/socketmxl_dftbplus_h2_electronic\n", "DFTB+ run directory: /Users/taoli/Documents/Github/MaxwellLink/tutorials/dftbplus_runs/h2_electronic_no_dse\n" ] } ], "source": [ "socket_h2 = \"dftbplus_h2_electronic\"\n", "h2_dt_au = 0.2\n", "h2_steps = 1200\n", "h2_resonance_ev = 17.2\n", "h2_frequency_au = h2_resonance_ev / AU_TO_EV\n", "\n", "hub_h2 = mxl.SocketHub(unixsocket=socket_h2, timeout=20.0, latency=1e-5)\n", "mol_h2 = mxl.Molecule(hub=hub_h2, rescaling_factor=1.0)\n", "\n", "sim_h2 = mxl.SingleModeSimulation(\n", " hub=hub_h2,\n", " molecules=[mol_h2],\n", " frequency_au=h2_frequency_au,\n", " coupling_strength=5e-2,\n", " damping_au=0.0,\n", " coupling_axis=\"z\",\n", " drive=0.0,\n", " dt_au=h2_dt_au,\n", " qc_initial=[0.0, 0.0, 1e-2],\n", " record_history=True,\n", " include_dse=False,\n", ")\n", "\n", "run_h2 = prepare_h2_electronic_run(socket_h2, h2_dt_au, h2_steps)\n", "proc_h2, stdout_h2 = launch_h2_electronic_dftb(run_h2)\n", "sim_h2.run(steps=h2_steps)\n", "\n", "print(\"DFTB+ run directory:\", run_h2)\n" ] }, { "cell_type": "markdown", "id": "afd4f102", "metadata": {}, "source": [ "### 3. Plot the electronic polariton spectrum and energy trace\n", "\n", "Below we show the simulation results for the photonic coordinate and the DFTB+ dipole dynamics as well as their spectra. Energy conservation is also evaluated for checking the correctness of implementation." ] }, { "cell_type": "code", "execution_count": 4, "id": "f2f8fbd9", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "history_h2 = mol_h2.additional_data_history\n", "t_h2_au = np.array([ad[\"time_au\"] for ad in history_h2])\n", "t_h2_fs = t_h2_au * AU_TO_FS\n", "muz_h2 = np.array([ad[\"muz_au\"] for ad in history_h2])\n", "muz_h2_mid = np.array([ad.get(\"muz_m_au\", ad[\"muz_au\"]) for ad in history_h2])\n", "qc_h2_z = np.array([q[2] for q in sim_h2.qc_history[: len(history_h2)]])\n", "\n", "nskip_h2 = 5\n", "freq_qc_ev, sp_qc_h2, _, _ = rt_tddft_spectrum(\n", " qc_h2_z[::nskip_h2],\n", " dt_au=sim_h2.dt * nskip_h2,\n", " sp_form=\"absolute\",\n", " e_start_ev=0.1,\n", " e_cutoff_ev=25.0,\n", " sigma=1.0e5,\n", " w_step=2.0e-4,\n", ")\n", "freq_mu_ev, sp_mu_h2, _, _ = rt_tddft_spectrum(\n", " muz_h2[::nskip_h2],\n", " dt_au=sim_h2.dt * nskip_h2,\n", " sp_form=\"absolute\",\n", " e_start_ev=0.1,\n", " e_cutoff_ev=25.0,\n", " sigma=1.0e5,\n", " w_step=2.0e-4,\n", ")\n", "\n", "fig, ax = plt.subplots(1, 2, figsize=(11, 4))\n", "ax[0].plot(t_h2_fs, muz_h2, label=r\"reported $\\mu_z$\")\n", "ax[0].set_xlabel(\"Time (fs)\")\n", "ax[0].set_ylabel(\"Dipole (a.u.)\")\n", "ax[0].legend()\n", "\n", "ax[1].plot(freq_qc_ev, normalize_spectrum(sp_qc_h2), label=\"$q_c$ spectrum\")\n", "ax[1].plot(freq_mu_ev, normalize_spectrum(sp_mu_h2), label=r\"$\\mu_z$ spectrum\")\n", "ax[1].axvline(h2_resonance_ev, color=\"k\", ls=\"--\", lw=1.0, label=\"bare H$_2$ / cavity\")\n", "ax[1].set_xlim(0, 25)\n", "ax[1].set_xlabel(\"Energy (eV)\")\n", "ax[1].set_ylabel(\"Normalized spectral power\")\n", "ax[1].legend()\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "energy_molecule_h2 = np.array([ad[\"energy_au\"] for ad in history_h2])\n", "energy_total_h2 = np.array(sim_h2.energy_history[: len(history_h2)])\n", "energy_photon_h2 = energy_total_h2 - energy_molecule_h2\n", "\n", "plt.figure(figsize=(7, 4))\n", "plt.plot(t_h2_fs, energy_molecule_h2 - energy_molecule_h2[0], label=\"DFTB+\")\n", "plt.plot(t_h2_fs, energy_photon_h2 - energy_photon_h2[0], label=\"photon\")\n", "plt.plot(t_h2_fs, energy_total_h2 - energy_total_h2[0], label=\"total\")\n", "plt.xlabel(\"Time (fs)\")\n", "plt.ylabel(\"Relative energy (a.u.)\")\n", "plt.title(\"H$_2$ electronic coupling energy trace\")\n", "plt.legend()\n", "plt.tight_layout()\n", "plt.show()\n" ] } ], "metadata": { "kernelspec": { "display_name": "mxl-install", "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": "3.13.11" } }, "nbformat": 4, "nbformat_minor": 5 }