{ "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 = 0.23360276222229004 seconds \n" ] } ], "source": [ "QS.AcqDT = 0.0001\n", "QS.AcqAQ = 5.0\n", "QS.OdeMethod = 'DOP853'\n", "QS.PropagationMethod = \"ODE Solver\"\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": "092bd777bea64190b339ae71cafeeaa5", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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