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   "execution_count": 7,
   "id": "e8521a2b",
   "metadata": {},
   "outputs": [
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     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/home/chn/repo/SiC-2nd-paper\n"
     ]
    }
   ],
   "source": [
    "import numpy as np\n",
    "import os\n",
    "import matplotlib.pyplot as plt\n",
    "import h5py\n",
    "import sys\n",
    "from scipy.interpolate import RegularGridInterpolator\n",
    "import plotly.graph_objects as go\n",
    "np.set_printoptions(precision=6, suppress=True, threshold=sys.maxsize)\n",
    "\n",
    "print(os.getcwd())"
   ]
  },
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   "execution_count": null,
   "id": "20c1986e",
   "metadata": {},
   "outputs": [],
   "source": [
    "res = 100\n",
    "frequency = [[[None for _ in range(res + 1)] for _ in range(res + 1)] for _ in range(24)]\n",
    "center_freq = [\n",
    "  0, 0, 0,\n",
    "  5.715, 5.715, 5.935, 5.935, 7.720, 7.720, # E2-1 E2-2 E1-1\n",
    "  11.698, 11.924, 17.751, # B1-1 B1-2 A1-1\n",
    "  22.407, 22.407, 22.687, 22.687, 22.929, 22.929, # E1-2 E2-3 E2-4\n",
    "  23.297, 23.297, # normal-TO\n",
    "  24.386, 26.570, 26.823, # A1-2 B1-3 B1-4\n",
    "  28.014 # normal-LO\n",
    "]\n",
    "visible_modes = [\n",
    "  3, 4, 5, 6, 7, 8, 11, # E2-1 E2-2 E1-1 A1-1\n",
    "  12, 13, 14, 15, 18, 19, # E1-2 E2-3 normal-TO\n",
    "  20, 23 # A1-2 normal-LO\n",
    "]\n",
    "negligible_polar_name = [ \"E2-1\", \"E2-2\", \"E1-1\", \"A1-1\", \"E1-2\", \"E2-3\", \"A1-2\"]\n",
    "negligible_polar_modes = [[3, 4], [5, 6], [7, 8], [11], [12, 13], [14, 15], [20]]\n",
    "negligible_polar_name = [ \"E2-1\", \"E2-2\", \"E1-1\", \"A1-1\", \"E1-2\", \"E2-3\", \"normal-TO\", \"A1-2\", \"normal-LO\" ]\n",
    "negligible_polar_modes = [[3, 4], [5, 6], [7, 8], [11], [12, 13], [14, 15], [18, 19], [20], [23]]\n",
    "for i in visible_modes:\n",
    "  frequency[i] = np.loadtxt(f'../SiC-2nd/5/5.1/5.1.6/5.1.6.3/data/{i}.txt')"
   ]
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            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "caxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "title": {
           "x": 0.05
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          }
         }
        },
        "width": 500
       }
      }
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 插值，得到不同波矢下的频率\n",
    "x = np.linspace(0, 18, res + 1)\n",
    "z = np.linspace(0, 18, res + 1)\n",
    "light = [17.85, 10.15, 8.37]\n",
    "freq_per_light = [[[None for i in range(101)] for mode in range(24)] for _ in range(len(light))]\n",
    "for l in range(len(light)):\n",
    "  for mode in visible_modes:\n",
    "    interp = RegularGridInterpolator((z, x), frequency[mode], method='linear')\n",
    "    for i in range(101):\n",
    "      kx = light[l] * np.sin(i / 200 * np.pi)\n",
    "      kz = light[l] * np.cos(i / 200 * np.pi)\n",
    "      freq_per_light[l][mode][i] = interp((kz, kx))\n",
    "for l in range(len(light)):\n",
    "  fig = go.Figure()\n",
    "  for mode in visible_modes:\n",
    "    fig.add_trace(go.Scatter(x=np.arange(101), y=freq_per_light[0][mode], mode='lines', name=f'{mode}'))\n",
    "  fig.update_layout(width=500, height=2000)\n",
    "  fig.show()"
   ]
  }
 ],
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