Lugovtsov/5.4.2-beta-spectrum/plots.ipynb

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{
"cells": [
{
"cell_type": "code",
"execution_count": 3,
"id": "e790f4e5-04de-47f5-9620-dcb717e467e7",
"metadata": {},
"outputs": [],
"source": [
"# %load /home/glebi/git/experiment-automation/processing_tools.py\n",
"import numpy as np\n",
"from scipy.optimize import curve_fit\n",
"import pandas as pd\n",
"\n",
"import matplotlib.pyplot as plt\n",
"import matplotlib\n",
"import scienceplots\n",
"\n",
"plt.style.use(['science', 'russian-font'])\n",
"\n",
"matplotlib.rcParams.update({\n",
" 'figure.figsize': [6, 4],\n",
" 'savefig.facecolor': 'white',\n",
" 'figure.dpi': 150.0,\n",
" 'font.size': 12.0,\n",
"})\n",
"\n",
"def line(x, k, b):\n",
" return k*x + b"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "3a850101-4426-439a-b7d8-2d621361bb90",
"metadata": {},
"outputs": [],
"source": [
"dataframes = []\n",
"for i in range(1, 4):\n",
" dataframes.append(pd.read_csv(f\"data_setup_{i}.csv\", sep=\"\\t\"))\n",
"x_name, y_name = dataframes[0].columns\n",
"\n",
"background = pd.read_csv(\"background_radiation.csv\", sep=\"\\t\")"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "91439fc9-0550-451f-b2e3-b32ffa0da18f",
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
"<Figure size 900x600 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"for df, bg in zip(dataframes, background.iterrows()):\n",
" level, dev = bg[1]\n",
" I = df[x_name]\n",
" nu = df[y_name] - level\n",
" \n",
" plt.plot(I, nu, \".--\")\n",
"\n",
"plt.xlabel(\"Ток через линзу, А\")\n",
"plt.ylabel(y_name)\n",
" \n",
"plt.savefig(\"all_setups-NU_on_I.png\")\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "7234fe24-4b9b-4553-bf81-8c1505ce3ae4",
"metadata": {},
"outputs": [],
"source": [
"c = 3e10\n",
"m_e = 9.11e-28\n",
"T_k = 0.624e6 # энергия электронов внутрненней конверсии, эВ\n",
"def p2T(p):\n",
" return (p**2 * c**2 + m_e**2 * c**4)**.5 - m_e * c**2\n",
"def T2p(T):\n",
" return ((T + m_e*c**2)**2 - m_e**2*c**4)**.5/c\n",
" \n",
"p_k = T2p(T_k)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "9ddd6b63-d441-4ba3-b000-a5f268cc5157",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 900x600 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"for df, bg in zip(dataframes, background.iterrows()):\n",
" level, dev = bg[1]\n",
" I = df[x_name]\n",
" nu = df[y_name] - level\n",
" \n",
" idxmax = nu[16:].idxmax()\n",
" k = p_k / I[idxmax]\n",
" \n",
" plt.errorbar(I*k, nu, xerr=0, yerr=dev, fmt=\".--\", label=fr\"$k=$ {k:.2e} МэВ/($c\\cdot$A)\")\n",
" # plt.plot(I*k, nu, \".--\", label=fr\"$k={k:.2f}$ МэВ/А\")\n",
" # plt.plot(I[idxmax]*k, nu[idxmax], \"x\")\n",
"\n",
"plt.axvline(p_k, c=\"C3\", label=fr\"Конв. пик, $T_k=$ {T_k:.2e} эВ\")\n",
" \n",
"plt.xlabel(r\"Импульс электронов, эВ/$c$\")\n",
"plt.ylabel(y_name)\n",
"\n",
"plt.legend()\n",
"plt.savefig(\"all_setups-NU_on_p.png\")\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 91,
"id": "75e470a3-131e-443a-81d5-03eb08380853",
"metadata": {
"tags": []
},
"outputs": [],
"source": [
"def N(E, K, m_nu):\n",
" return -K*(E - .6e6) * np.sqrt(1 - (m_nu**2 * c**4)/(2*(E - .6e6)**2))"
]
},
{
"cell_type": "code",
"execution_count": 93,
"id": "31811c4a-9169-4109-98cb-a5de7d85656f",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 900x600 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"for df, bg in zip(dataframes, background.iterrows()):\n",
" level, dev = bg[1]\n",
" I = df[x_name]\n",
" nu = df[y_name] - level\n",
" \n",
" idxmax = nu[16:].idxmax()\n",
" k = p_k / I[idxmax]\n",
" p = I*k\n",
" T = p2T(p)\n",
" plt.errorbar(T*1e-6, nu, xerr=0, yerr=dev, fmt=\".--\")\n",
" \n",
" # idxs = (T>.73e6)\n",
" # if (sum(idxs) > 2):\n",
" # (K, m_nu), _ = curve_fit(N, T[idxs], nu[idxs], p0=(1e-3, 1e-3))\n",
" # print(f'{m_nu} {K}')\n",
" # plt.plot(T[idxs], N(T[idxs], K, m_nu), lw=.3)\n",
" # plt.plot(T[idxs], nu[idxs])\n",
"\n",
"plt.axvline(T_k*1e-6, c=\"C3\", label=fr\"Конв. пик, $T_k=$ {T_k:.2e} эВ\")\n",
" \n",
"plt.xlabel(r\"Энергия электронов, МэВ\")\n",
"plt.ylabel(y_name)\n",
"\n",
"plt.legend()\n",
"plt.savefig(\"all_setups-NU_on_T.png\")\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "89ad0f0e-ba9e-42d7-b5a5-c60f8ec9f6e8",
"metadata": {},
"source": [
"### График Ферми"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "16c9ae84-657a-4395-a3c3-036d0f46ba4a",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"1.0\n",
"1.0\n",
"1.0\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 900x600 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"for i, (df, bg) in enumerate(zip(dataframes, background.iterrows())):\n",
" level, dev = bg[1]\n",
" I = df[x_name]\n",
" nu = df[y_name] - level\n",
" \n",
" idxmax = nu[16:].idxmax()\n",
" k = p_k / I[idxmax]\n",
" p = I*k\n",
" T = p2T(p)*1e-6\n",
" \n",
" idxs = (T>2e-1) * (T<5.5e-1)\n",
"\n",
" (k, b), _ = curve_fit(line, T[idxs], (nu**0.5 / p**(3/2))[idxs])\n",
" \n",
" plt.plot(T[idxs], (nu**0.5 / p**(3/2))[idxs], \".\", c=f\"C{i}\")\n",
" plt.plot(T[idxs], line(T[idxs], k,b), c=f\"C{i}\", label=r\"$T_\\text{max}=$\" + f\" {-b/k:.2f} МэВ\")\n",
" T_max = -b/k\n",
"\n",
"plt.xlabel(\"Энергия электронов, МэВ\")\n",
"plt.ylabel(\"у.е.\")\n",
"\n",
"plt.legend()\n",
"plt.savefig(\"all_setups-fermi.png\")\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "04a55305-a8f9-4c4c-8268-e798855d8fcc",
"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": "3.10.12"
}
},
"nbformat": 4,
"nbformat_minor": 5
}