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@enakai00
Last active January 10, 2018 09:43
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Time evolution of squeezed states.
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"def variance_e(r,t):\n",
" return np.cosh(2*r)+np.sinh(2*r)*np.cos(2*t)\n",
"\n",
"def mean_e(r,t):\n",
" return np.sin(t)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"def plot_graph(subplot, r):\n",
" ts = np.linspace(0,3*np.pi,500)\n",
" subplot.set_ylim(-3,3)\n",
" subplot.set_xlim(0,3*np.pi)\n",
" subplot.plot(ts, mean_e(r,ts)+np.sqrt(variance_e(r,ts)), color='r', linestyle='--')\n",
" subplot.plot(ts, mean_e(r,ts), color='b')\n",
" subplot.plot(ts, mean_e(r,ts)-np.sqrt(variance_e(r,ts)), color='r',linestyle='--')"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": 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GNm0Cdu7ktWsXr4MHeYT4tQQG8gMRFMQPSmwskJBw7ccGBwPlygEVKwKVKvHPypWBunV1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\ne1oXL2bZtnIlh0iTyrUuXViu+Xpvp5OSfwsw2V9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YeyT/+wFMBVf5rwFX/3cBUFtEjl/m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hQJDma71rZt7n9mdLTIjz+KJCVd9OXIyEgBIABCJat8m9UDXHn9m/zLlBF5912RmJjc/3IudO6c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\nmRXM/wF8QhakInsgGgAAAABJRU5ErkJggg==\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x48ec110>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig = plt.figure(figsize=(6,8))\n",
"subplot = fig.add_subplot(3,1,1)\n",
"plot_graph(subplot, 0.6)\n",
"subplot = fig.add_subplot(3,1,2)\n",
"plot_graph(subplot, 0)\n",
"subplot = fig.add_subplot(3,1,3)\n",
"plot_graph(subplot, -0.6)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 2",
"language": "python",
"name": "python2"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 2
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython2",
"version": "2.7.5"
}
},
"nbformat": 4,
"nbformat_minor": 1
}
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