Files
SiC-2nd-paper/画图/过焦/plot.ipynb
2025-05-27 16:52:53 +08:00

92 lines
87 KiBLFS
Plaintext
Raw Blame History

This file contains ambiguous Unicode characters
This file contains Unicode characters that might be confused with other characters. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.
{
"cells": [
{
"cell_type": "code",
"execution_count": 34,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'/home/chn/repo/SiC-2nd-paper'"
]
},
"execution_count": 34,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import numpy as np\n",
"from scipy.optimize import curve_fit\n",
"import matplotlib.pyplot as plt\n",
"import plotly.graph_objects as go\n",
"plt.rcParams['font.family'] = 'Arial'\n",
"%pwd"
]
},
{
"cell_type": "code",
"execution_count": 35,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
"<Figure size 650x400 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"raman = [ \"yxxy\", \"yxzy\", \"yzxy\", \"yzzy\" ]\n",
"title = [ \"$\\\\mathrm{y(xx)\\\\overline{y}}$\", \"$\\\\mathrm{y(xz)\\\\overline{y}}$\", \"$\\\\mathrm{y(zx)\\\\overline{y}}$\", \"$\\\\mathrm{y(zz)\\\\overline{y}}$\" ]\n",
"fig, axes = plt.subplots(4, figsize=(6.5, 4))\n",
"\n",
"for i in range(0, 4):\n",
" for j in [ 1, 2, 3 ]:\n",
" file = open(f\"../stuff/42/20250524/2/{j}/{raman[i]}.txt\", 'r', encoding='utf-8', errors='ignore')\n",
" data = np.loadtxt(file, comments='#')\n",
" # 平移并缩放y使得最小值为 10最大值为 1000\n",
" data[:,1] = 10 + (data[:,1] - data[:,1].min()) / (data[:,1].max() - data[:,1].min()) * 990\n",
" axes[i].plot(data[:,0], np.log10(data[:,1]), color=\"gray\", linewidth=0.5)\n",
" axes[i].set(xlim=[700, 1100], ylim=[1, 4])\n",
" fig.text(-0.02, 0.875 - i * 0.25, title[i], va='center', ha='center', rotation='vertical', fontsize=12, fontname='Arial')\n",
" axes[i].tick_params(direction='in')\n",
" axes[i].set_xticks(range(700, 1101, 100))\n",
" axes[i].set_xticklabels([])\n",
" axes[i].set_yticklabels([])\n",
"fig.text(-0.07, 0.5, \"Raman intensity (log, a.u.)\", va='center', ha='center', rotation='vertical', fontsize=12, fontname='Arial')\n",
"axes[3].set_xticklabels(range(700, 1101, 100), fontsize=12, fontname='Arial')\n",
"axes[3].set_xlabel(\"Raman shift (cm$^{-1}$)\", fontsize=12, fontname='Arial')\n",
"fig.subplots_adjust(left=0, right=1, top=1, bottom=0, wspace=0, hspace=0)\n",
"fig.savefig(f'画图/过焦/拉曼.svg', format='svg', transparent=True)"
]
}
],
"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": "3.12.10"
}
},
"nbformat": 4,
"nbformat_minor": 2
}