{ "cells": [ { "cell_type": "markdown", "id": "77bb61ba-c0fa-46b2-9097-c8753ac8ece5", "metadata": {}, "source": [ "# Tutorial on Parallelized Calculations" ] }, { "cell_type": "markdown", "id": "da535afb-72fd-4dde-a6f6-095b59bf9a0e", "metadata": {}, "source": [ "This tutorial demonstrates how to use QuantumDNA to calculate a range of observables that characterize the electronic and dynamic properties of DNA systems. By leveraging efficient computation and parallelization capabilities, you can analyze large datasets and complex systems.\n", "\n", "Observables Covered:\n", "\n", "* **Exciton Lifetime (femtoseconds)**\n", "Estimate the lifetime of excitons, which play a critical role in energy transport and recombination processes within DNA.\n", "\n", "* **Average Charge Separation (\u00c5)**\n", "Compute the spatial separation between electrons and holes, providing insights into charge transfer efficiency and molecular stability.\n", "\n", "* **Dipole Moment (Debye)**\n", "Analyze the molecular dipole moment, an important property that governs interactions with external fields and other molecules.\n", "\n", "* **Average Exciton Population on Upper and Lower DNA Strands**\n", "Quantify the distribution of exciton populations between the two DNA strands, shedding light on strand-specific dynamics and energy transport.\n", "\n", "Example Application:\n", "As an illustrative example, the calculations are applied to all 64 possible DNA trimer/triplet sequences, allowing for a systematic investigation of how sequence composition influences these properties. This analysis showcases the versatility of the package for exploring sequence-dependent electronic characteristics.\n", "\n", "By the end of this notebook, you will have an understanding of how to perform these calculations and utilize QuantumDNA's parallelization features to efficiently analyze large-scale systems.\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/5_Evaluation.ipynb)" ] }, { "cell_type": "code", "execution_count": 11, "id": "89468df5-5759-4790-933a-315cc3d6f920", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The autoreload extension is already loaded. To reload it, use:\n", " %reload_ext autoreload\n" ] } ], "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": "f637e8d4-5467-4a27-9d98-b44226c30202", "metadata": {}, "source": [ "## Setup" ] }, { "cell_type": "code", "execution_count": 12, "id": "9e0cc9d0-1797-447e-8377-b5710afaadc6", "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 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\"Save directory: '{SAVE_DIR}' is ready.\")" ] }, { "cell_type": "markdown", "id": "33262738-4406-4233-b970-a2c47d5ebbd7", "metadata": {}, "source": [ "## Parallelized Calculations for DNA Trimers" ] }, { "cell_type": "code", "execution_count": 17, "id": "90912785-c807-4446-bda3-16e4dab674ec", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Calculating observables: ['lifetime', 'charge_separation', 'dipole_moment', 'exciton_transfer']: 100%|\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588| 64/64 [00:21<00:00, 2.98it/s]\n" ] } ], "source": [ "from itertools import product\n", "\n", "bases = ['A', 'T', 'G', 'C']\n", "triplets = [''.join(p) for p in product(bases, repeat=3)]\n", "triplets = [get_tb_sites(triplet) for triplet in triplets]\n", "\n", "eva_list = [Evaluation(triplet, relax_rate=3.) for triplet in triplets]\n", "eva_parallel = EvaluationParallel(eva_list, observables=[\"lifetime\", \"charge_separation\", \"dipole_moment\", \"exciton_transfer\"])\n", "result_dict = eva_parallel.calc_results(save=False)" ] }, { "cell_type": "markdown", "id": "d79fffeb-6ea4-431b-a9d1-451442fa095e", "metadata": {}, "source": [ "## DNA Trimer Analysis" ] }, { "cell_type": "code", "execution_count": 46, "id": "5825e2c8-14e6-495e-97bf-0eb4dc286010", "metadata": {}, "outputs": [], "source": [ "vals = list(result_dict.values())\n", "\n", "triplets = [''.join(p) for p in product(bases, repeat=3)]\n", "lifetime_dict = dict(zip(triplets, [val[0] for val in vals[:-1]] ))\n", "dipole_dict = dict(zip(triplets, [val[1] for val in vals[:-1]] ))\n", "dipole_moment_dict = dict(zip(triplets, [val[2] for val in vals[:-1]] ))\n", "exciton_transfer_dict = dict(zip(triplets, [val[3] for val in vals[:-1]] ))\n", "\n", "# consider only the lower strand average exciton population\n", "exciton_transfer_lower_dict = {key: value['lower_strand_pop']['exciton'] for key, value in exciton_transfer_dict.items()}" ] }, { "cell_type": "code", "execution_count": 47, "id": "12a216d1-2cc9-4ace-85fe-b3f1c75673a0", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import seaborn as sns\n", "\n", "def normalize_dict_values(data):\n", " total = sum(data.values())\n", " return {key: value / total for key, value in data.items()}\n", "\n", "dicts = [normalize_dict_values(dictionary) for dictionary in [lifetime_dict, dipole_dict, dipole_moment_dict, exciton_transfer_lower_dict]]\n", "labels = ['Exciton Lifetime', 'Charge Separation', 'Dipole Moment', 'Exciton Transfer']\n", "colors = sns.color_palette()[:4]\n", "\n", "fig, ax = plt.subplots(4, 1, figsize=(6.8,6.8), sharex=True)\n", "for i in range(4):\n", " dictionary = dicts[i]\n", " ax[i].plot(range(64), dictionary.values(), label=labels[i], color=colors[i])\n", " ax[i].legend()\n", " \n", "dna_seqs = list(lifetime_dict.keys())\n", "ax[-1].set_xticks(range(64), labels=triplets, rotation=90)\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": 57, "id": "546d66e0-59c3-4020-bb20-856f0228b368", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# The analysis above shows there are some intersting triplet sequences (TAT, TAC, GCA, GCT). Let's have a closer look.\n", "\n", "tb_sites = get_tb_sites('GCT')\n", "eva = Evaluation(tb_sites, particles=['exciton'], relax_rate=3.)\n", "\n", "exciton_transfer = eva.calc_exciton_transfer(average=False)\n", "pop_upper_strand, pop_lower_strand = exciton_transfer['upper_strand_pop'], exciton_transfer['lower_strand_pop']\n", "\n", "fig, ax = plt.subplots()\n", "ax.plot(pop_upper_strand['exciton'], label='upper strand')\n", "ax.plot(pop_lower_strand['exciton'], label='lower strand')\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": "code", "execution_count": 59, "id": "8543326f-b8cd-4a80-9aa1-7d5d3f999243", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# we observe how the exciton gets transferred to the lower strand\n", "\n", "tb_sites = get_tb_sites('GCT')\n", "vis = Visualization(tb_sites, particles=['exciton'], relax_rate=3.)\n", "fig, ax = vis.plot_pops()\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": null, "id": "9f64b21f-9c5f-4c62-a935-d7cc1fd1ebe8", "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 }