{ "cells": [ { "cell_type": "markdown", "id": "64a1494c-8896-4f83-b2a7-d36e3fa4ff77", "metadata": {}, "source": [ "# Tutorial on the Tight-Binding Method" ] }, { "cell_type": "markdown", "id": "311fbc5e", "metadata": {}, "source": [ "This tutorial provides an exploration of predefined and custom tight-binding models implemented in QuantumDNA. Tight-binding models are widely used for studying electronic properties and dynamics in complex molecular systems, offering computational efficiency.\n", "\n", "In this notebook, we demonstrate the versatility of qDNA by showcasing two distinct applications:\n", "\n", "* **Time-Averaged Exciton Populations in a Fishbone Ladder Model (FLM)**\n", "The FLM is a representative tight-binding model that mimics exciton dynamics in a DNA double helix including the sugar-phosphate backbone. This example illustrates how to compute time-averaged exciton populations, providing insight into energy transport and excitonic interactions.\n", "\n", "* **Charge Transfer in the Fenna-Matthews-Olson (FMO) Complex**\n", "The FMO complex, found in green sulfur bacteria, plays a crucial role in photosynthetic energy transfer. This example demonstrates how a custom TB model can be defined in QuantumDNA and can be used to simulate charge transfer in this well-studied complex, offering a glimpse into the quantum mechanical processes that underlie efficient energy transfer in biological systems.\n", "\n", "This notebook equips you with the tools to perform simulations using TB models with QuantumDNA.\n", "\n", "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.png)](https://colab.research.google.com/github/dehe1011/QuantumDNA-notebooks/blob/main/tutorials/1_TB_Models.ipynb)" ] }, { "cell_type": "code", "execution_count": 3, "id": "ab9c849a-381d-4601-9a26-1482d46e2a97", "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": "0a19ed06-3e80-47c4-95da-f407815e02ce", "metadata": {}, "source": [ "## Setup" ] }, { "cell_type": "code", "execution_count": 4, "id": "4f13d26e-e6f8-46cd-b01a-96371fdb3b6a", "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", "# ------------------------\n", "# Directory Setup\n", "# ------------------------\n", "\n", "import os\n", "from qDNA import ROOT_DIR as ROOT_DIR_QDNA\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\", \"my_tb_params\")\n", "os.makedirs(DATA_DIR, exist_ok=True)\n", "\n", "# Define directory to save figures\n", "SAVE_DIR = os.path.join(ROOT_DIR, \"my_figures\")\n", "os.makedirs(SAVE_DIR, exist_ok=True)\n", "\n", "# Define the directory to load figures\n", "from qDNA import ROOT_DIR as ROOT_DIR_QDNA\n", "FIG_DIR = os.path.join(ROOT_DIR_QDNA, \"qDNA\", \"data\", \"figures_tutorials\")\n", "\n", "if verbose:\n", " print(f\"Data directory: '{DATA_DIR}' is ready.\")\n", " print(f\"Save directory: '{SAVE_DIR}' is ready.\")\n", " print(f\"Figures directory: '{FIG_DIR}' is ready.\")" ] }, { "cell_type": "markdown", "id": "2a11a543", "metadata": {}, "source": [ "## Average Exciton Probabilities in the Fishbone Ladder Model (FLM)" ] }, { "cell_type": "code", "execution_count": 5, "id": "ee7bd224-b35f-40fb-a0dc-8c06f6d0ada2", "metadata": {}, "outputs": [], "source": [ "from qDNA import DNA_Seq, TB_Model, TB_Ham\n", "\n", "upper_strand = ['G', 'C', 'G']\n", "lower_strand = ['C', 'G', 'C']\n", "tb_model_name = 'FLM'\n", "ham_kwargs = dict(source=\"Hawke2010\")" ] }, { "cell_type": "code", "execution_count": 6, "id": "4b705965-2f77-4a4a-b956-931da4244508", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dna_seq = DNA_Seq(upper_strand, tb_model_name, lower_strand = lower_strand)\n", "tb_model = TB_Model(dna_seq.tb_model_name, dna_seq.tb_dims)\n", "tb_ham = TB_Ham(dna_seq, **ham_kwargs)\n", "\n", "init_state = ('(1, 1)', '(1, 1)') # initial excitation in the middle of the upper strand\n", "end_states = tb_ham.tb_basis\n", "\n", "average_pop_e, average_pop_h, average_pop_ex = [], [], []\n", "for end_state in end_states:\n", " average_pop = tb_ham.get_fourier(init_state, end_state, \"average_pop\")[2]\n", " average_pop_e.append(average_pop[\"electron\"])\n", " average_pop_h.append(average_pop[\"hole\"])\n", " average_pop_ex.append(average_pop[\"exciton\"])\n", "\n", "fig, ax = plt.subplots()\n", "\n", "ax.plot(end_states, average_pop_e, label='electron')\n", "ax.plot(end_states, average_pop_h, label='hole')\n", "ax.plot(end_states, average_pop_ex, label='exciton')\n", "\n", "ax.set_ylabel(\"Average Population\")\n", "ax.set_xlabel(\"TB sites\")\n", "ax.legend()\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": "7f5c0e07", "metadata": {}, "source": [ "## Customised tight-binding model for light harvesting in the FMO complex" ] }, { "cell_type": "code", "execution_count": 7, "id": "f4a60061-1ae0-4f51-b388-3f92e53ab37a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Image taken from: Quantum Dynamics of Bath Influenced Excitonic Energy Transfer in Photosynthetic Pigment-Protein Complexes, J.W. Abbott, University of Bristol, 2020. DOI: 10.5281/zenodo.7229807.\n" ] }, { "data": { "image/png": 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"text/plain": [ "" ] }, "execution_count": 7, "metadata": { "image/png": { "width": 800 } }, "output_type": "execute_result" } ], "source": [ "from IPython.display import Image\n", "\n", "citation = \"Quantum Dynamics of Bath Influenced Excitonic Energy Transfer in Photosynthetic Pigment-Protein Complexes, J.W. Abbott, University of Bristol, 2020. DOI: 10.5281/zenodo.7229807\"\n", "print(f\"Image taken from: {citation}.\")\n", "Image(filename=os.path.join(FIG_DIR,'FMO_energy_level.png'), width=800)" ] }, { "cell_type": "code", "execution_count": 10, "id": "7933288a-9e32-4048-bcf4-0184eb5f9ff6", "metadata": {}, "outputs": [], "source": [ "from qDNA import Custom_TB_Model, get_tb_basis\n", "\n", "tb_model_name = 'FMO_model'\n", "num_strands = 1\n", "tb_basis = get_tb_basis((1, 7))\n", "tb_config = [('t', tb_basis[0], tb_basis[1]),\n", " ('t', tb_basis[1], tb_basis[2]),\n", " ('t', tb_basis[2], tb_basis[3]),\n", " ('t', tb_basis[3], tb_basis[4]),\n", " ('t', tb_basis[4], tb_basis[5]),\n", " ('t', tb_basis[5], tb_basis[6]),\n", " ('t', tb_basis[6], tb_basis[3]),\n", " ('E', tb_basis[0], tb_basis[0]),\n", " ('E', tb_basis[1], tb_basis[1]),\n", " ('E', tb_basis[2], tb_basis[2]),\n", " ('E', tb_basis[3], tb_basis[3]),\n", " ('E', tb_basis[4], tb_basis[4]),\n", " ('E', tb_basis[5], tb_basis[5]),\n", " ('E', tb_basis[6], tb_basis[6]),\n", " ]\n", "\n", "tb_dims = ( num_strands, len(tb_basis)//num_strands )\n", "tb_model = Custom_TB_Model(tb_model_name, tb_dims, tb_basis, tb_config)" ] }, { "cell_type": "code", "execution_count": 11, "id": "104132bb-7253-4974-a18c-235c298109b0", "metadata": {}, "outputs": [], "source": [ "from qDNA import save_json, load_json, get_conversion\n", "\n", "filename = \"FMO_params\"\n", "tb_params = {'t_BChl1BChl2': -87.7, 't_BChl2BChl1': -87.7, 't_BChl2BChl3': 30.8, 't_BChl3BChl2': 30.8, 't_BChl3BChl4': -53.5,\n", " 't_BChl4BChl3': -53.5, 't_BChl14Chl5': -70.7, 't_BChl5BChl4': -70.7, 't_BChl5BChl6': 81.1, 't_BChl6BChl5': 81.1,\n", " 't_BChl6BChl7': 39.7, 't_BChl7BChl6': 39.7, 't_BChl7BChl4': -63.3, 't_BChl4BChl7': -63.3,\n", " 'E_BChl1': 12410, 'E_BChl2': 12530, 'E_BChl3': 12210, 'E_BChl4': 12320, 'E_BChl5': 12480, 'E_BChl6': 12630, 'E_BChl7': 12440}\n", "# all parameters are given in 1/cm \n", "conversion = get_conversion('1/cm', 'rad/ps')\n", "tb_params = {key: value*conversion for key, value in tb_params.items()}\n", "\n", "save_json(tb_params, {}, filename, DATA_DIR)\n", "tb_params = load_json(filename, DATA_DIR)" ] }, { "cell_type": "code", "execution_count": 12, "id": "bd470ac8-514d-4ec2-bbaa-c99f0cd33267", "metadata": {}, "outputs": [], "source": [ "from qDNA import tb_ham_1P\n", "import qutip as q\n", "\n", "tb_sites = ['BChl1', 'BChl2', 'BChl3', 'BChl4', 'BChl5', 'BChl6', 'BChl7']\n", "\n", "tb_ham_matrix = tb_ham_1P(tb_model, tb_params, dict(zip(tb_basis, tb_sites)) )\n", "result = q.mesolve(q.Qobj(tb_ham_matrix), q.fock_dm(7,0), np.linspace(0,5,100), [], e_ops=[q.fock_dm(7,0), q.fock_dm(7,2)])" ] }, { "cell_type": "code", "execution_count": 13, "id": "84a441ac-7a85-4235-827b-a3101a134e7b", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "ax.plot(result.times, result.expect[0], label=\"Antenna complex\")\n", "ax.plot(result.times, result.expect[1], label=\"Reaction center\")\n", "\n", "ax.legend()\n", "ax.set_xlabel(\"Time [ps]\")\n", "ax.set_ylabel(\"Population\")\n", "\n", "if save:\n", " fig_filename = input(\"Filename for Saving: \")\n", " plt.savefig(os.path.join(SAVE_DIR, fig_filename + '.pdf'))" ] } ], "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 }