{ "cells": [ { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "# PyOR Quantum\n", "## Author: Vineeth Thalakottoor\n", "## Introduction to Schrodinger Equation ODE Solver" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# Define the source path\n", "SourcePath = '/media/HD2/Vineeth/PostDoc_Simulations/Github/PyOR_V1/PyOR_Combined/Source_Doc'\n", "\n", "# Add source path\n", "import sys\n", "sys.path.append(SourcePath)\n", "import time\n", "%matplotlib ipympl\n", "\n", "# Import PyOR package\n", "from PyOR_QuantumSystem import QuantumSystem as QunS\n", "from PyOR_Hamiltonian import Hamiltonian\n", "from PyOR_DensityMatrix import DensityMatrix\n", "from PyOR_QuantumObject import QunObj\n", "from PyOR_HardPulse import HardPulse\n", "from PyOR_Basis import Basis\n", "from PyOR_Evolution import Evolutions\n", "from PyOR_Plotting import Plotting\n", "import PyOR_SignalProcessing as Spro\n", "from PyOR_QuantumLibrary import QuantumLibrary" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# Define the spin system\n", "Spin_list = {\"A\" : \"H1\"}\n", "QS = QunS(Spin_list,PrintDefault=False)\n", "\n", "# initialize the system\n", "QS.Initialize()" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Set parameters" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Rotating frame frequencies: {'A': -2514706800.0}\n", "Offset frequencies: {'A': 10.0}\n", "Initial spin temperatures: {'A': 300.0}\n", "Final spin temperatures: {'A': 300.0}\n", "Radiation damping gain: {'A': 0}\n", "Radiation damping phase: {'A': 0}\n", "\n", "Rprocess = Phenomenological\n", "RelaxParDipole_tau = 0.0\n", "DipolePairs = []\n", "RelaxParDipole_bIS = []\n" ] } ], "source": [ "# Master Equation\n", "QS.PropagationSpace = \"Schrodinger\"\n", "QS.MasterEquation = \"Redfield\"\n", "\n", "# B0 Field in Tesla, Static Magnetic field (B0) along Z\n", "QS.B0 = 9.4\n", "\n", "# Offset Frequency in rotating frame (Hz)\n", "QS.OFFSET[\"A\"] = 10.0\n", "\n", "# Define initial and final Spin Temperature\n", "QS.I_spintemp[\"A\"] = 300.0\n", "QS.F_spintemp[\"A\"] = 300.0\n", "\n", "# Relaxation Process\n", "QS.Rprocess = \"Phenomenological\"\n", "QS.R1 = 1\n", "QS.R2 = 2\n", "\n", "QS.Update()" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Generate Hamiltonians" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Larmor Frequency in MHz: [-400.22802765]\n" ] } ], "source": [ "# generate Larmor Frequencies\n", "QS.print_Larmor = True\n", "Ham = Hamiltonian(QS)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle \\left[\\begin{matrix}-4.9999999114647 & 0\\\\0 & 4.9999999114647\\end{matrix}\\right]$" ], "text/plain": [ "Matrix([\n", "[-4.9999999114647, 0],\n", "[ 0, 4.9999999114647]])" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Hz = Ham.Zeeman_RotFrame()\n", "Hz.Inverse2PI().matrix" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Genrate initial state" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "QLib = QuantumLibrary(QS)\n", "\n", "vec = QLib.Basis_Ket(2,0)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle \\left[\\begin{matrix}1.0\\\\0\\end{matrix}\\right]$" ], "text/plain": [ "Matrix([\n", "[1.0],\n", "[ 0]])" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "vec.matrix" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "# Rotate by 90 deg about X axis\n", "vec = vec.Rotate(90,QS.Ax)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle \\left[\\begin{matrix}0.707\\\\- 0.707 i\\end{matrix}\\right]$" ], "text/plain": [ "Matrix([\n", "[ 0.707],\n", "[-0.707*I]])" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "vec.Round(3).matrix" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Evolution" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Larmor Frequency in MHz: [-400.22802765]\n", "Total time = 0.09252357482910156 seconds \n" ] } ], "source": [ "QS.AcqDT = 0.0001\n", "QS.AcqAQ = 5.0\n", "QS.OdeMethod = 'DOP853'\n", "QS.PropagationMethod = \"Unitary Propagator\"\n", "\n", "EVol = Evolutions(QS,Ham)\n", "\n", "start_time = time.time()\n", "t, vec_t = EVol.Evolution(vec,vec,Hz)\n", "end_time = time.time()\n", "timetaken = end_time - start_time\n", "print(\"Total time = %s seconds \" % (timetaken))" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Expectation" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "det = QS.Ap\n", "\n", "t, Mt = EVol.Expectation(vec_t,det)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Plotting" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/anaconda3/lib/python3.12/site-packages/matplotlib/cbook.py:1762: ComplexWarning: Casting complex values to real discards the imaginary part\n", " return math.isfinite(val)\n", "/opt/anaconda3/lib/python3.12/site-packages/matplotlib/cbook.py:1398: ComplexWarning: Casting complex values to real discards the imaginary part\n", " return np.asarray(x, float)\n" ] }, { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "8c529ae921944a27a60d938b725e7332", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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