SiC-2nd-paper/画图/拉曼结果拟合/250909/1/fitting.ipynb

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   "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",
    "import matplotlib\n",
    "\n",
    "def fano(x, A, x0, gamma, q, b):\n",
    "    epsilon = (2 * (x - x0)) / gamma\n",
    "    return A * ((q + epsilon)**2 / (1 + epsilon**2)) + b\n",
    "def lorentzian(x, A, x0, gamma, k, b):\n",
    "    return A / (1 + ((x - x0) / gamma)**2) + k * x + b\n",
    "def double_fano(x, A1, x1, gamma1, q1, A2, x2, gamma2, q2, b):\n",
    "    return fano(x, A1, x1, gamma1, q1, b) + fano(x, A2, x2, gamma2, q2, 0)\n",
    "def lorentzian_fano(x, A1, x1, gamma1, A2, x2, gamma2, q2, k, b):\n",
    "    return lorentzian(x, A1, x1, gamma1, k, b) + fano(x, A2, x2, gamma2, q2, 0, 0)\n",
    "def double_lorentzian(x, A1, x1, gamma1, A2, x2, gamma2, k, b):\n",
    "    return lorentzian(x, A1, x1, gamma1, k, b) + lorentzian(x, A2, x2, gamma2, 0, 0)\n",
    "\n",
    "%pwd"
   ]
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   "source": [
    "fig = go.Figure()\n",
    "colors = plt.cm.viridis(np.linspace(0, 1, 12))\n",
    "wafer = [ 1, 2, 3, 10, 11 ]\n",
    "for c in range(0, 5):\n",
    "  for s in range(1, 4):\n",
    "    # 读取 250909/1/{c}/{s}.txt，第一列是 x，第二列是 y\n",
    "    data = np.loadtxt(f'画图/拉曼结果拟合/250909/1/{wafer[c]}/{s}.txt')\n",
    "    x = data[:, 0]\n",
    "    y = data[:, 1]\n",
    "    # 同一个 c 用同一个颜色\n",
    "    fig.add_trace(go.Scatter(x=x, y=y, mode='lines', name=f'{wafer[c]}-{s}', line=dict(color=matplotlib.colors.rgb2hex(plt.cm.viridis(c / 5)))))\n",
    "fig.update_layout(width=1920, height=1080)\n",
    "fig.show()"
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  }
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