{
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  {
   "cell_type": "markdown",
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   },
   "source": [
    "# Simulate waveform\n",
    "\n",
    "Objects from `thztools`: `timebase`, `wave`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-05-27T07:16:00.044020Z",
     "start_time": "2024-05-27T07:15:57.378397Z"
    }
   },
   "outputs": [],
   "source": [
    "from matplotlib import pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "import thztools as thz"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": false
   },
   "source": [
    "## Set the simulation parameters"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-05-27T07:16:00.047513Z",
     "start_time": "2024-05-27T07:16:00.045089Z"
    }
   },
   "outputs": [],
   "source": [
    "n = 256  # Number of samples\n",
    "dt = 0.05  # Sampling time [ps]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Simulate a waveform\n",
    "\n",
    "Use `wave` to generate a terahertz time-domain waveform `mu` with `n = 256` samples and `timebase` to generate the timebase."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-05-27T07:16:00.050335Z",
     "start_time": "2024-05-27T07:16:00.048158Z"
    }
   },
   "outputs": [],
   "source": [
    "t = thz.timebase(n, dt=dt)\n",
    "mu = thz.wave(n, dt=dt)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Show the simulated waveform"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-05-27T07:16:00.209211Z",
     "start_time": "2024-05-27T07:16:00.051417Z"
    }
   },
   "outputs": [],
   "source": [
    "_, ax = plt.subplots()\n",
    "\n",
    "ax.plot(t, mu)\n",
    "\n",
    "ax.set_xlabel('Time (ps)')\n",
    "ax.set_ylabel(r'Amplitude (units of $\\mu_{p})$')\n",
    "\n",
    "ax.set_xticks(np.arange(0, 11, 5))\n",
    "ax.set_xlim(0, 10)\n",
    "\n",
    "plt.show()"
   ]
  }
 ],
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