237 lines
163 KiBLFS
Plaintext
237 lines
163 KiBLFS
Plaintext
{
|
|
"cells": [
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 110,
|
|
"id": "e8521a2b",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"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",
|
|
"import matplotlib.colors as mcolors\n",
|
|
"np.set_printoptions(precision=6, suppress=True, threshold=sys.maxsize)\n",
|
|
"\n",
|
|
"print(os.getcwd())"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 111,
|
|
"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",
|
|
" # E2-1 E2-2 E1-1 A1-1 E2-3 TO A1-2 LO\n",
|
|
" 3, 4, 5, 6, 7, 8, 11, 14, 15, 18, 19, 20, 23\n",
|
|
"]\n",
|
|
"negligible_polar_name = [ \"$\\\\mathrm{E}_2$-1\", \"$\\\\mathrm{E}_2$-2\", \"$\\\\mathrm{E}_1$-1\", \"$\\\\mathrm{A}_1$-1\", \"$\\\\mathrm{E}_2$-3\", \"$\\\\mathrm{A}_1$-2\"]\n",
|
|
"negligible_polar_modes = [[3, 4], [5, 6], [7, 8], [11], [14, 15], [20]]\n",
|
|
"strong_polar_name = [ \"TO-x / TO-z\", \"TO-y\", \"LO\" ]\n",
|
|
"strong_polar_modes = [[18], [19], [23]]\n",
|
|
"lazer_vec = [17.85, 10.15, 8.37]\n",
|
|
"lazer_color = ['purple', 'green', 'red']\n",
|
|
"lazer_name = ['325', '532', '633']\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')"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 112,
|
|
"id": "23f011be",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# 插值,得到不同波矢下的频率\n",
|
|
"x = np.linspace(0, 20, res + 1)\n",
|
|
"z = np.linspace(0, 20, 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()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 113,
|
|
"id": "a6502ad9",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# 画频率的偏移,以 z 方向入射为参考\n",
|
|
"for l in range(len(light)):\n",
|
|
" fig = go.Figure()\n",
|
|
" for idmode, mode in enumerate(negligible_polar_modes):\n",
|
|
" delta_freq_mode = [None for m in mode]\n",
|
|
" for idm, m in enumerate(mode):\n",
|
|
" delta_freq_mode[idm] = [freq_per_light[l][m][i] - freq_per_light[l][m][0] for i in range(101)]\n",
|
|
" delta_freq_peek = np.mean(delta_freq_mode, axis=0)\n",
|
|
" fig.add_trace(go.Scatter(x=np.arange(101), y=delta_freq_peek / 3 * 100, mode='lines', name=f'{negligible_polar_name[idmode]}'))\n",
|
|
" fig.update_layout(width=500, height=2000)\n",
|
|
" # fig.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 114,
|
|
"id": "dc1f8731",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"/tmp/ipykernel_1396313/3078917589.py:21: UserWarning:\n",
|
|
"\n",
|
|
"FigureCanvasAgg is non-interactive, and thus cannot be shown\n",
|
|
"\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": "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",
|
|
"text/plain": [
|
|
"<Figure size 650x430 with 7 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"map = mcolors.LinearSegmentedColormap.from_list('light_amber_cyan_diverging', [[0, '#F57C00'], [0.25, '#FFB74D'], [0.5, '#F2F2F2'], [0.75, '#4DD0E1'], [1, '#0097A7']])\n",
|
|
"fig, axes = plt.subplots(2, 3, figsize=(6.5, 4.3))\n",
|
|
"for i, ax in enumerate(axes.flat):\n",
|
|
" data = np.mean([(np.array(frequency[mode]) - frequency[mode][0][0]) / 3 * 100 for mode in negligible_polar_modes[i]], axis=0)\n",
|
|
" im = ax.imshow(data, cmap=cmap, origin='lower', norm=mcolors.TwoSlopeNorm(vmin=-1, vcenter=0, vmax=1))\n",
|
|
" ax.set_xlim(0, 100)\n",
|
|
" ax.set_ylim(0, 100)\n",
|
|
" ax.set_title(negligible_polar_name[i], fontsize=10)\n",
|
|
" ax.set_xticks([0, 9.70 / 20 * 100, 19.40 / 20 * 100], labels=['$\\\\Gamma$', '0.003K', '0.006K'], fontsize=8)\n",
|
|
" ax.set_yticks([9.88 / 20 * 100, 19.75 / 20 * 100], labels=['0.01A', '0.02A'], fontsize=8)\n",
|
|
" ax.get_xticklabels()[0].set_horizontalalignment('right')\n",
|
|
" ax.tick_params(axis='both', which='both', direction='in')\n",
|
|
" for l in range(len(lazer_vec)):\n",
|
|
" ax.plot(np.sin(np.linspace(0, np.pi / 2, 101)) * 100 / 20 * lazer_vec[l], np.cos(np.linspace(0, np.pi / 2, 101)) * 100 / 20 * lazer_vec[l], color=lazer_color[l], linestyle='--', alpha=0.5)\n",
|
|
"fig.subplots_adjust(right=0.9, hspace=0.3, wspace=0.3)\n",
|
|
"cbar_ax = fig.add_axes([0.93, 0.1, 0.02, 0.8])\n",
|
|
"cb = fig.colorbar(im, cax=cbar_ax)\n",
|
|
"cbar_ax.set_ylim(-0.9, 0.9)\n",
|
|
"cbar_ax.tick_params(direction='in', labelsize=8)\n",
|
|
"# fig.tight_layout()\n",
|
|
"fig.show()\n",
|
|
"fig.savefig('画图/入射角度与偏移/nopo.svg', format='svg', transparent=True, bbox_inches='tight')"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 115,
|
|
"id": "739332e4",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"/tmp/ipykernel_1396313/3343471449.py:20: UserWarning:\n",
|
|
"\n",
|
|
"FigureCanvasAgg is non-interactive, and thus cannot be shown\n",
|
|
"\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": "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",
|
|
"text/plain": [
|
|
"<Figure size 650x300 with 4 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"fig, axes = plt.subplots(1, 3, figsize=(6.5, 3))\n",
|
|
"for i, ax in enumerate(axes):\n",
|
|
" data = np.mean([(np.array(frequency[mode]) - frequency[mode][0][0]) / 3 * 100 for mode in strong_polar_modes[i]], axis=0)\n",
|
|
" im = ax.imshow(data, cmap=cmap, origin='lower', norm=mcolors.TwoSlopeNorm(vmin=-15, vcenter=0, vmax=15))\n",
|
|
" ax.set_xlim(0, 100)\n",
|
|
" ax.set_ylim(0, 100)\n",
|
|
" ax.set_title(strong_polar_name[i], fontsize=10)\n",
|
|
" ax.set_xticks([0, 9.70 / 20 * 100, 19.40 / 20 * 100], labels=['$\\\\Gamma$', '0.003K', '0.006K'], fontsize=8)\n",
|
|
" ax.set_yticks([9.88 / 20 * 100, 19.75 / 20 * 100], labels=['0.01A', '0.02A'], fontsize=8)\n",
|
|
" ax.get_xticklabels()[0].set_horizontalalignment('right')\n",
|
|
" ax.tick_params(axis='both', which='both', direction='in')\n",
|
|
" for l in range(len(lazer_vec)):\n",
|
|
" ax.plot(np.sin(np.linspace(0, np.pi / 2, 101)) * 100 / 20 * lazer_vec[l], np.cos(np.linspace(0, np.pi / 2, 101)) * 100 / 20 * lazer_vec[l], color=lazer_color[l], linestyle='--', alpha=0.5)\n",
|
|
"fig.subplots_adjust(right=0.9, hspace=0.3, wspace=0.3)\n",
|
|
"cbar_ax = fig.add_axes([0.93, 0.22, 0.02, 0.56])\n",
|
|
"cb = fig.colorbar(im, cax=cbar_ax)\n",
|
|
"cbar_ax.set_ylim(-14, 14)\n",
|
|
"cbar_ax.tick_params(direction='in', labelsize=8)\n",
|
|
"# fig.tight_layout()\n",
|
|
"fig.show()\n",
|
|
"fig.savefig('画图/入射角度与偏移/po.svg', format='svg', transparent=True, bbox_inches='tight')"
|
|
]
|
|
}
|
|
],
|
|
"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": "3.13.9"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 5
|
|
}
|