{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "6ddd8fd1-6fcd-48f2-bd4a-0c5eb2187850",
   "metadata": {},
   "outputs": [],
   "source": [
    "import qutip as qu\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "f77d4fec-fc0b-45ee-a732-dc149d2637be",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Running simulations...\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 400x300 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import qutip as qu\n",
    "import matplotlib.pyplot as plt\n",
    "from scipy.ndimage import uniform_filter1d\n",
    "\n",
    "# ─── 1) Operators ───────────────────────────────────────────────────────────────\n",
    "I  = qu.qeye(2)\n",
    "X  = qu.sigmax()\n",
    "Y  = qu.sigmay()\n",
    "Z  = qu.sigmaz()\n",
    "\n",
    "XI = qu.tensor(X, I)\n",
    "YI = qu.tensor(Y, I)\n",
    "ZI = qu.tensor(Z, I)\n",
    "IZ = qu.tensor(I, Z)\n",
    "\n",
    "# ─── 2) Static Hamiltonian H0 ───────────────────────────────────────────────────\n",
    "f1, f2 = 0.016, 0.040\n",
    "ω1, ω2 = 2*np.pi*f1, 2*np.pi*f2\n",
    "H0 = 0.5*(ω1*ZI + ω2*IZ)\n",
    "\n",
    "# ─── 3) FM drive ───────────────────────────────────────────────────────────────\n",
    "def drive(t, args):\n",
    "    wp     = args['wp']\n",
    "    amplR  = args['amplR']\n",
    "    wfm    = args['wfm']\n",
    "    amplfm = args['amplfm']\n",
    "    phase  = (amplfm/wfm)*np.cos(wfm*t)\n",
    "    return amplR * np.cos(wp*t + phase)\n",
    "\n",
    "# ─── 4) Rotating-frame transform ───────────────────────────────────────────────\n",
    "def rotframe(result, wp):\n",
    "    traj = np.zeros((len(result.times), 3))\n",
    "    for idx, t in enumerate(result.times):\n",
    "        U      = (-1j * ZI * wp * t/2).expm()\n",
    "        psi_rf = U.dag() * result.states[idx]\n",
    "        traj[idx,0] = qu.expect(XI, psi_rf)\n",
    "        traj[idx,1] = qu.expect(YI, psi_rf)\n",
    "        traj[idx,2] = qu.expect(ZI, psi_rf)\n",
    "    return traj\n",
    "\n",
    "# ─── 5) Simulation grid \n",
    "t_list = np.linspace(0, 10000, 1001)  # Fine time grid\n",
    "amplfm_list = 2*np.pi * np.linspace(0.000005, 0.010, 501)  # Sweep amplfm (rad/ns)\n",
    "\n",
    "wp      = 2*np.pi*0.016\n",
    "amplR   = 2*np.pi*0.004\n",
    "f_drive = 0.004  # GHz (fixed)\n",
    "\n",
    "psi0 = qu.tensor(qu.basis(2,0), qu.basis(2,0))\n",
    "\n",
    "chevron = np.zeros((len(amplfm_list), len(t_list), 3))\n",
    "\n",
    "print(\"Running simulations...\")\n",
    "for i, amplfm in enumerate(amplfm_list):\n",
    "    args = {\n",
    "        'wp':     wp,\n",
    "        'amplR':  amplR,\n",
    "        'wfm':    2*np.pi*f_drive,\n",
    "        'amplfm': amplfm\n",
    "    }\n",
    "    H = [H0, [XI, drive]]\n",
    "    result = qu.sesolve(H, psi0, t_list, args=args)\n",
    "    chevron[i,:,:] = rotframe(result, wp)\n",
    "\n",
    "# Smooth X/Y\n",
    "for i in range(len(amplfm_list)):\n",
    "    chevron[i,:,0] = uniform_filter1d(chevron[i,:,0], size=10)\n",
    "    chevron[i,:,1] = uniform_filter1d(chevron[i,:,1], size=10)\n",
    "\n",
    "# ─── Plot: Time domain ─────────────────────────────────────────────────────────\n",
    "T, A = np.meshgrid(t_list, amplfm_list / (2*np.pi))  # Convert amplfm to GHz for labeling\n",
    "\n",
    "plt.figure(figsize=(4, 3))\n",
    "plt.pcolormesh(T, A, (1-chevron[:,:,0])/2, shading='auto', cmap='inferno')\n",
    "#plt.title(f'⟨X⊗I⟩ (X) | Fixed f_drive = {f_drive:.3f} GHz')\n",
    "plt.xlabel('Time (ns)')\n",
    "plt.ylabel('FM amplitude (GHz)')\n",
    "plt.colorbar(label='⟨X⊗I⟩')\n",
    "plt.tight_layout()\n",
    "plt.show()\n",
    "\n",
    "# ─── FFT ───────────────────────────────────────────────────────────────────────\n",
    "sampling_rate = (t_list[1] - t_list[0])  # Time step for FFT\n",
    "fft_results = np.fft.fft(chevron[:,:,0], axis=1)  # FFT of X (⟨X⊗I⟩)\n",
    "\n",
    "# Frequency axis\n",
    "frequencies = np.fft.fftfreq(len(t_list), d=sampling_rate)\n",
    "positive_freqs = frequencies[:len(frequencies)//2]\n",
    "fft_results_pos = np.abs(fft_results[:, :len(frequencies)//2])\n",
    "\n",
    "# ─── Plot: FFT with swapped axes ───────────────────────────────────────────────\n",
    "A, F = np.meshgrid(amplfm_list / (2*np.pi), positive_freqs)  # FM amplitude (GHz), Frequency (GHz)\n",
    "\n",
    "plt.figure(figsize=(6, 5))\n",
    "plt.pcolormesh(A, F, fft_results_pos.T, shading='auto', cmap='inferno')\n",
    "plt.xlabel(r'$\\Delta\\nu_{\\mathrm{FM}}$ (MHz)')\n",
    "plt.ylabel(r'$\\Omega^\\mathrm{FM}_\\mathrm{ST}$ (MHz)')\n",
    "plt.colorbar(label='Magnitude of FFT')\n",
    "plt.ylim(0, 0.005)\n",
    "plt.tight_layout()\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "7da4b758-0177-482d-a98a-e4e62e01f247",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 196.85x196.85 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(5/2.54, 5/2.54))\n",
    "pcm = ax.pcolormesh(1000*A, 1000*F, fft_results_pos.T, cmap='inferno', vmin=0, vmax=420, rasterized=True)\n",
    "\n",
    "# Custom tick labels\n",
    "ax.set_xticks([0, 4, 8])\n",
    "ax.set_xticklabels(['0', '2', '4'])\n",
    "\n",
    "# Labels\n",
    "ax.set_xlabel(r'$\\Delta\\nu_{\\mathrm{FM}}/2$ (MHz)')\n",
    "ax.set_ylabel(r'$\\Omega^\\mathrm{FM}_\\mathrm{ST}$ (MHz)')\n",
    "\n",
    "# Colorbar\n",
    "cbar_ax = fig.add_axes([0.7, 0.92, 0.2, 0.04])\n",
    "cbar = fig.colorbar(pcm, cax=cbar_ax, orientation='horizontal')\n",
    "cbar.set_ticks([])\n",
    "cbar.ax.xaxis.set_ticks_position('top')\n",
    "cbar.ax.xaxis.set_label_position('top')\n",
    "cbar.set_label('FFT (a.u.)', loc='left', fontsize=8, fontfamily='Arial', fontweight='bold')\n",
    "cbar.ax.xaxis.set_label_coords(-1.5, 0.2)\n",
    "\n",
    "ax.set_ylim(0.1, 5)\n",
    "\n",
    "plt.savefig('AmpSimFFT.pdf', bbox_inches='tight', transparent=True, pad_inches=0.1, dpi=1000)\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f0e82764-eff5-485a-8cc9-62c5606e70fb",
   "metadata": {},
   "outputs": [],
   "source": [
    "# ─── Plot: Time domain ─────────────────────────────────────────────────────────\n",
    "T, A = np.meshgrid(t_list, amplfm_list / (2*np.pi))  # Convert amplfm to GHz for labeling\n",
    "\n",
    "plt.figure(figsize=(3, 2))\n",
    "plt.pcolormesh(T*0.001, A*1000, (1-chevron[:,:,0])/2, shading='auto', cmap='inferno')\n",
    "#plt.title(f'⟨X⊗I⟩ (X) | Fixed f_drive = {f_drive:.3f} GHz')\n",
    "plt.xlabel('Time (μs)')\n",
    "plt.ylabel('FM amplitude (MHz)')\n",
    "plt.colorbar(label='⟨X⊗I⟩')\n",
    "plt.tight_layout()\n",
    "plt.savefig('AmpSim.png', bbox_inches='tight',transparent=True,pad_inches=0.1, dpi=1000)\n",
    "\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "afbceaad-14f2-494e-bc0c-c6578962e2de",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "findfont: Font family 'Helvetica neue' not found.\n",
      "findfont: Font family 'Helvetica neue' not found.\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 196.85x196.85 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "# Create the figure and axis\n",
    "fig, ax = plt.subplots(figsize=(5/2.54,5/2.54))  # Width: 10 inches, Height: 5 inches\n",
    "fig.subplots_adjust(left=0.1, right=0.9, top=0.9, bottom=0.1)\n",
    "\n",
    "# Plot the data using pcolor\n",
    "cax = ax.pcolor(T*0.001, A*1000, (1-chevron[:,:,0])/2, cmap='inferno', rasterized=True)\n",
    "\n",
    "# Set the labels\n",
    "ax.set_ylabel(r'$\\Delta\\nu_{\\mathrm{FM}}$ (MHz)')\n",
    "ax.set_xlabel(r'Drive duration (μs)')\n",
    "\n",
    "\n",
    "# Create a new axis for the color bar on top of the plot\n",
    "cbar_ax = fig.add_axes([0.7, 0.92, 0.2, 0.04])  # [left, bottom, width, height]\n",
    "\n",
    "# Add the color bar to this new axis\n",
    "cbar = fig.colorbar(cax, cax=cbar_ax, orientation='horizontal')\n",
    "\n",
    "# Set the color bar ticks to 0 and 1\n",
    "cbar.set_ticks([0.2, 0.9])  # Set tick positions\n",
    "cbar.ax.xaxis.set_tick_params(pad=0)  # Adjust the value (e.g., 2) to control the padding distance\n",
    "\n",
    "# Move ticks and label to the top\n",
    "cbar.ax.xaxis.set_ticks_position('top')\n",
    "cbar.ax.xaxis.set_label_position('top')\n",
    "\n",
    "# Set the color bar label and adjust its position\n",
    "cbar.set_label(r'1-$\\mathrm{\\tilde{P}{(\\overline{\\!\\!\\!\\uparrow\\!\\!\\!\\!\\!\\downarrow\\!\\!\\!})}}$', loc='left', fontsize=8, fontfamily='Helvetica neue', fontweight='bold')\n",
    "cbar.ax.xaxis.set_label_coords(-1.1, 0.1)  # Adjust as needed\n",
    "\n",
    "# Display the plot (optional)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9e78dc1f-01bd-4cad-9b29-acc00aa19747",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "bb7b22fb-0b72-4368-90e0-002402040e6e",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "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": "3.12.10"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
