{ "cells": [ { "cell_type": "markdown", "id": "9090958e-9329-4ead-9c20-a0e3f84d08b5", "metadata": {}, "source": [ "# Tutorial on the Reproduction of selected Articles" ] }, { "cell_type": "markdown", "id": "c00a0fae-51f2-4073-9559-f6db4712d0f9", "metadata": {}, "source": [ "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.png)](https://colab.research.google.com/github/dehe1011/QuantumDNA-notebooks/blob/main/tutorials/Reproduce.ipynb)" ] }, { "cell_type": "code", "execution_count": 1, "id": "665e2cfc-b6de-45ca-a557-c7e98255924f", "metadata": {}, "outputs": [], "source": [ "%load_ext autoreload\n", "%autoreload 2\n", "\n", "# Save flag: Set to True to enable saving results (currently unused in this script)\n", "save = False\n", "\n", "# Verbose flag: Set to True to enable detailed logging\n", "verbose = False" ] }, { "cell_type": "markdown", "id": "411abad3-ef47-4b60-874a-17edb70772d4", "metadata": {}, "source": [ "## Setup" ] }, { "cell_type": "code", "execution_count": 2, "id": "70e1bf13-09ee-44e8-ad39-1943a8090336", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Package 'qDNA' is already installed.\n" ] } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "# --------------------------\n", "# Installation of QuantumDNA\n", "# --------------------------\n", "\n", "from importlib.util import find_spec\n", "\n", "qDNA_installed = find_spec('qDNA') is not None\n", "\n", "if not qDNA_installed:\n", " %pip install qDNA\n", " print(\"Successfully installed the 'qDNA' package.\")\n", "else:\n", " print(\"Package 'qDNA' is already installed.\")\n", "\n", "if verbose:\n", " %pip show qDNA \n", "\n", "from qDNA import * \n", "\n", "# ------------------------\n", "# Directory Setup\n", "# ------------------------\n", "\n", "import os\n", "\n", "# Use the current working directory as the root\n", "ROOT_DIR = os.getcwd()\n", "\n", "# Define directories to load data\n", "DATA_DIR = os.path.join(ROOT_DIR, \"data\")\n", "os.makedirs(DATA_DIR, exist_ok=True)\n", "\n", "# Define directory to save figures\n", "SAVE_DIR = os.path.join(DATA_DIR, \"my_figures\")\n", "os.makedirs(SAVE_DIR, exist_ok=True)\n", "\n", "if verbose:\n", " print(f\"Data directory: '{DATA_DIR}' is ready.\")\n", " print(f\"Save directory: '{SAVE_DIR}' is ready.\")" ] }, { "cell_type": "markdown", "id": "2bcfc4fe-d9e8-4826-b7d5-52b0fec815ef", "metadata": {}, "source": [ "## Giese 1999 and Simserides 2014" ] }, { "cell_type": "markdown", "id": "34eb0d00-09af-4e2b-8b33-3ee58ff5fed4", "metadata": {}, "source": [ "[1] B. Giese et al., Angew. Chem. Int. Ed. **38**, 996 (1999)\n", "\n", "[2] C. Simserides, Chemical Physics **440**, 31 (2014)" ] }, { "cell_type": "code", "execution_count": 3, "id": "e74e0f00-1438-45f3-8437-dda4ca20242c", "metadata": {}, "outputs": [], "source": [ "# Giese experiment: eta = 1.7, beta = 0.07\n", "\n", "kwargs = dict(tb_model_name = 'WM', description='1P', particles=['hole'], unit='rad/fs', relaxation=False, source='Simserides2014')\n", "\n", "GGG_per_G = []\n", "for num_steps in np.arange(1, 9):\n", " bridge = 'TT' + 'GTT' * (num_steps-1)\n", " upper_strand = 'ACGCACGTCGCATAATATTAC' + 'G' + bridge + 'GGG' + 'TATTATATTACGC'\n", " tb_sites = get_tb_sites(upper_strand, tb_model_name='WM')\n", " tb_ham = TBHam(tb_sites, **kwargs)\n", " \n", " donor_site = '(0, 21)' # guanine left from the bridge \n", " acceptor_sites = [f'(0, {21+len(bridge)+1})', f'(0, {21+len(bridge)+2})', f'(0, {21+len(bridge)+3})']\n", "\n", " donor_avg_pop = tb_ham.get_average_pop(donor_site, donor_site)['hole']\n", " acceptor_avg_pop = 0\n", " for acceptor_site in acceptor_sites:\n", " acceptor_avg_pop += tb_ham.get_average_pop(donor_site, acceptor_site)['hole']\n", "\n", " GGG_per_G_ratio = acceptor_avg_pop / donor_avg_pop \n", " GGG_per_G.append(GGG_per_G_ratio)" ] }, { "cell_type": "code", "execution_count": 7, "id": "956e063e-2132-4395-867e-d6679f42dcf1", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "colors = [(0.2980392156862745, 0.4470588235294118, 0.6901960784313725),\n", " (0.3333333333333333, 0.6588235294117647, 0.40784313725490196)]\n", "\n", "ax.plot(np.arange(1, 9) * 3 * 3.4, np.array(GGG_per_G)/(2*np.pi), 'o-', color=colors[0])\n", "\n", "top_ticks = np.arange(0,100,10)\n", "top_labels = np.arange(0,100,10)\n", "ax.set_xticks(top_ticks)\n", "ax.set_xticklabels(top_labels)\n", "\n", "ax.set_yscale('log')\n", "ax.set_xlim(0, 9*3*3.4)\n", "ax.set_xlabel(r'distance [$\\AA$]')\n", "ax.set_ylabel('GGGperG23')\n", "\n", "ax2 = ax.twiny()\n", "# ax2.plot(np.arange(1, 9), np.array(ratio_list)/(2*np.pi) * np.e**2, 'o-', color=colors[1] )\n", "\n", "ax2.set_xlabel(r'TT steps')\n", "top_ticks = np.arange(0, 10)\n", "top_labels = np.arange(0, 10) \n", "ax2.set_xticks(top_ticks)\n", "ax2.set_xticklabels(top_labels)\n", "\n", "ax.set_yticks([])\n", "ax2.set_yticks([])\n", "ax.set_yticklabels([])\n", "ax2.set_yticklabels([])\n", "\n", "ax.spines['top'].set_visible(True)\n", "ax.spines['right'].set_visible(True)\n", "ax.grid(True)\n", "\n", "if save:\n", " fig_filename = input(\"Filename for Saving: \")\n", " plt.savefig(os.path.join(SAVE_DIR, fig_filename + '.pdf'))" ] }, { "cell_type": "markdown", "id": "8c4d9a1c-6e25-479f-b948-77304df3a616", "metadata": {}, "source": [ "## Giese 2001 and Simserides 2014" ] }, { "cell_type": "markdown", "id": "0381fd52-2216-4183-9295-6eb8c5a95727", "metadata": {}, "source": [ "[1] B. Giese, Nature **412**, 318 (2001)\n", "\n", "[2] C. Simserides, Chemical Physics **440**, 31 (2014)" ] }, { "cell_type": "code", "execution_count": 8, "id": "cfdc4afa-b0fc-47c5-aab5-d1c4b786c747", "metadata": {}, "outputs": [], "source": [ "# experiment: beta = 0.6 \n", "# theory: beta = 0.8, beta = 0.07\n", "\n", "def calc_difference(upper_strand, t):\n", " \"\"\" t in fs. \"\"\"\n", " tb_sites = get_tb_sites(upper_strand, tb_model_name='WM')\n", " tb_ham = TBHam(tb_sites, tb_model_name='WM', description='1P', particles=['hole'], relaxation=False, source='Simserides2014')\n", " difference = 0\n", " acceptor_sites = [f'(0, {len(bridge)+1})', f'(0, {len(bridge)+2})', f'(0, {len(bridge)+3})']\n", " for acceptor_site in acceptor_sites:\n", " amplitudes_dict, frequencies_dict, average_pop_dict = tb_ham.get_fourier('(0, 0)', acceptor_site, [\"amplitude\", \"frequency\", \"average_pop\"])\n", " amplitudes, frequencies, average_pop = amplitudes_dict['hole'], frequencies_dict['hole'], average_pop_dict['hole']\n", " difference += average_pop - get_pop_fourier(t, average_pop, amplitudes, frequencies)\n", " return average_pop, difference\n", "\n", "\n", "def calc_t_mean(upper_strand, t_max, t_min=0, t_step=1): \n", " for t in range(t_min, t_max, t_step):\n", " average_pop, difference = calc_difference(upper_strand, t)\n", " if difference <= 0:\n", " return average_pop, t\n", " return average_pop, f\"Mean population not reached in {t_max} fs\"\n", "\n", "t_mean_list, average_pop_list, transfer_rate_list = [], [], []\n", "t_min_list = [2000, 32000, 225000, 250000, 140000, 3000, 0, 1000, 4000, 1000, 0, 1000, 4000, 3000, 3000, 1000]\n", "t_steps_list = [1, 10, 10, 10, 10, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]\n", "\n", "for i, num_T in enumerate(np.arange(1,17)):\n", " bridge = 'T' * num_T\n", " upper_strand = 'G' + bridge + 'GGG' + 'TATTATATTACGC'\n", " average_pop, t_mean = calc_t_mean(upper_strand, 10_000_000, t_min=t_min_list[i], t_step=t_steps_list[i])\n", " average_pop_list.append(average_pop)\n", " t_mean_list.append(t_mean)\n", " transfer_rate_list.append(average_pop/t_mean)" ] }, { "cell_type": "code", "execution_count": 9, "id": "d5d59737-b384-42e8-9c19-c499edb32b48", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "fig, ax = plt.subplots()\n", "\n", "ax.plot(np.arange(3, 19)*3.4, np.array(transfer_rate_list)/(2*np.pi), 'o-')\n", "ax.set_yscale('log')\n", "ax.set_xlim(0, 70)\n", "ax.set_xlabel(r'd [$\\AA$]')\n", "ax.set_ylabel('k [PHz]')\n", "\n", "if save:\n", " fig_filename = input(\"Filename for Saving: \")\n", " plt.savefig(os.path.join(SAVE_DIR, fig_filename + '.pdf'))" ] }, { "cell_type": "markdown", "id": "ca1ef191-7aed-4fdf-9146-42ac863b250e", "metadata": {}, "source": [ "## Bittner 2006 & 2007" ] }, { "cell_type": "markdown", "id": "10216cf9-dd00-4411-9ac6-46649e84230f", "metadata": {}, "source": [ "[1] E. Bittner, The Journal of Chemical Physics **125**, 094909 (2006)\n", "\n", "[2] E. Bittner, Journal of Photochemistry and Photobiology A: Chemistry **190**, 328 (2007)" ] }, { "cell_type": "code", "execution_count": 28, "id": "37b8ae41-7a5b-4fb7-881c-56e2f5faff16", "metadata": {}, "outputs": [], "source": [ "tb_sites = get_tb_sites('AAAAA')\n", "kwargs = dict(tb_model_name='ELM', source='Bittner2007', unit='eV', relaxation=False, coulomb_interaction=2.5, \n", " exchange_interaction=1, init_e_states=['(0, 2)'], init_h_states=['(0, 2)'], t_end=300, t_unit='fs', t_steps=300)\n", "vis = Visualization(tb_sites, **kwargs)" ] }, { "cell_type": "code", "execution_count": 29, "id": "c36dc9ce-7b36-4139-bfa5-4bb710e647a2", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = vis.plot_heatmap(heatmap_type='seaborn', vmax_list=[0.25, 0.25, 0.1])\n", "\n", "if save:\n", " fig_filename = input(\"Filename for Saving: \")\n", " plt.savefig(os.path.join(SAVE_DIR, fig_filename + '.pdf'))" ] }, { "cell_type": "code", "execution_count": 30, "id": "f1e97884-a66d-4db0-b29c-17516cdfdd11", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = vis.plot_heatmap(heatmap_type='matplotlib', vmax_list=[0.25, 0.25, 0.1])\n", "\n", "if save:\n", " fig_filename = input(\"Filename for Saving: \")\n", " plt.savefig(os.path.join(SAVE_DIR, fig_filename + '.pdf'))" ] }, { "cell_type": "markdown", "id": "b55adf13-1452-4d96-946e-b20cad59c3fa", "metadata": {}, "source": [ "## Mantela 2023" ] }, { "cell_type": "markdown", "id": "8fee1582-b763-417e-8f52-4e9a45d5aba7", "metadata": {}, "source": [ "[1] M. Mantela, Phys. Chem. Chem. Phys. **25**, 7750 (2023)" ] }, { "cell_type": "code", "execution_count": 27, "id": "9a9fbd03-5f6b-40ce-b8c1-340d57d4425f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "TB parameters\n", "E_HOMO_A: -8.429037928082417 E_LUMO_A: -4.4328918423210375\n", "E_HOMO_B: -8.430148205528658 E_LUMO_B: -4.432672724825064\n", "t_HOMO: -0.03594025742542862 t_LUMO: -0.09015171853086548 t_EXC: 0.003424120294543702\n" ] } ], "source": [ "filenames = [\"A1\", \"c1'\", \"A2\", \"c2'\"]\n", "\n", "mono_list = []\n", "for filenames in [[\"A1\", \"c1'\"], [\"A2\", \"c2'\"]]:\n", " filepaths = [os.path.join(DATA_DIR, \"my_geometries\", \"Mantela\", filename+'.xyz') for filename in filenames]\n", " mono_list.append( Monomer(filepaths, param_id='MSF') )\n", "\n", "mono1, mono2 = mono_list[0], mono_list[1]\n", "t_EXC = calc_dipolar_coupling(mono1, mono2)\n", "lcao_param = load_lcao_param('MSF')\n", "H_inter = calc_H_inter(lcao_param, mono1, mono2)\n", "t_HOMO = mono1.HOMO @ H_inter @ mono2.HOMO\n", "t_LUMO = mono1.LUMO @ H_inter @ mono2.LUMO\n", "\n", "print(\"TB parameters\")\n", "print(f\"E_HOMO_A: {mono1.E_HOMO}\", f\"E_LUMO_A: {mono1.E_LUMO}\")\n", "print(f\"E_HOMO_B: {mono2.E_HOMO}\", f\"E_LUMO_B: {mono2.E_LUMO}\")\n", "print(f\"t_HOMO: {t_HOMO}\", f\"t_LUMO: {t_LUMO}\", f\"t_EXC: {t_EXC}\") " ] }, { "cell_type": "code", "execution_count": null, "id": "d15f3c11-2582-4577-8fc6-acd14fd2fa7b", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.11.9" } }, "nbformat": 4, "nbformat_minor": 5 }