{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Adding a colorbar to a Bloch Sphere" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": true }, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib as mpl\n", "import matplotlib.pyplot as plt\n", "from matplotlib import cm\n", "from mpl_toolkits.mplot3d import Axes3D\n", "from qutip import *\n", "from qutip.ipynbtools import version_table\n", "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Do a closed Landau-Zener Evolution" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "delta = 0.5 * 2 * np.pi\n", "v = 2.0 * 2 * np.pi # sweep rate\n", "\n", "H0 = delta/2.0 * sigmax()\n", "H1 = v/2.0 * sigmaz()\n", "H = [H0, [H1, 't']]\n", "psi0 = basis(2,0)\n", "\n", "sm = destroy(2)\n", "sx=sigmax();\n", "sy=sigmay()\n", "sz=sigmaz()\n", "expt_ops = [sm.dag() * sm,sx,sy,sz]\n", "\n", "\n", "tlist = np.linspace(-10.0, 10.0, 1500)\n", "expt_list = sesolve(H, psi0, tlist, expt_ops).expect" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Generate a Bloch Sphere with Multi-Colored Points" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that I need to call `b.show` here so that I can grab a Figure instance later" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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zmkoRjcVw2O25tg6yTFl1NQ6Xa6evZfGl2al/QEv0v0UkEgma1q1D0nVqq6uR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\ng+AoFWDZdqiVQnupEmqoOY5Lfjj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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "b = Bloch()\n", "## normalize colors to times in tlist ##\n", "nrm = mpl.colors.Normalize(-2,10)\n", "colors = cm.cool(nrm(tlist))\n", "\n", "## add data points from expectation values ##\n", "b.add_points([expt_list[1],\n", " expt_list[2],\n", " -expt_list[3]],'m')\n", "\n", "## customize sphere properties ##\n", "b.point_color = list(colors)\n", "b.point_marker = ['o']\n", "b.point_size = [20]\n", "\n", "b.zlpos = [1.1,-1.2]\n", "\n", "b.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Add New Axis to Bloch Figure" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "left, bottom, width, height = [0.98, 0.05, 0.05, 0.9]\n", "ax2 = b.fig.add_axes([left, bottom, width, height])\n", "\n", "mpl.colorbar.ColorbarBase(ax2, cmap=cm.cool,\n", " norm=nrm,\n", " orientation='vertical');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plot with Colorbar Added" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Currently I need to call `b.fig` as replotting figures in a notebook is a bit tricky. However, this is likely to be improved in the future." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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WTncTm1RJbMfn8xGJRglHIhiGgdfvJ1BRsceMPsHHZ38UGjGPZj9D0zQ2rV+P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\n3VU0btlC35qavNjsoe6qWIR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mhQxhCL80f8EU+QgAJstTuC/9ezIdOj+2Xc3m9zdx4vGn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\nQ3i3rMHe6WjCVWW4d2ygbc6VLZqXKIo8/uB9LP/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+jC+/XkZI9yHqsDr0E4uEtxllOg0B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zZtaMjvZc9NvpWfE8j0qYl2kXAhTbW5aFLIQ1w3Edx2H9+vXnLfy6ElghQzMkSdJTsf//1Pf9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\nOQzDCOjCc3O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q0KZAlsk15WPihlkKPdsWaHWVQ4NrmiYJXQ8862IRD9h15ZXnPZz6o8aq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\ntgvAVQC/BuDT6zkgCc0dCGMM5S1bkM3lMHf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"text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "b.fig" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
SoftwareVersion
QuTiP4.3.0.dev0+4a9c6fd1
Numpy1.13.1
SciPy0.19.1
matplotlib2.0.2
Cython0.26.1
Number of CPUs2
BLAS InfoINTEL MKL
IPython6.1.0
Python3.6.2 |Anaconda, Inc.| (default, Sep 21 2017, 18:29:43) \n", "[GCC 4.2.1 Compatible Clang 4.0.1 (tags/RELEASE_401/final)]
OSposix [darwin]
Mon Oct 09 11:24:04 2017 MDT
" ], "text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "version_table()" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.6.2" } }, "nbformat": 4, "nbformat_minor": 2 }