{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Proton Recoil Telescope analysis\n", "\n", "## Download the data\n", "\n", "First let's download the data from the BABY-1L-run-3 available on Zenodo: https://zenodo.org/records/15177190 " ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "File already exists: raw_2025-03-18_ROSY.h5\n" ] } ], "source": [ "import requests\n", "from pathlib import Path\n", "\n", "# Path to save the extracted files\n", "output_file = Path(\"raw_2025-03-18_ROSY.h5\")\n", "\n", "if output_file.exists():\n", " print(f\"File already exists: {output_file}\")\n", "else:\n", " # URL of the file\n", " url = \"https://zenodo.org/records/15177190/files/raw_2025-03-18%20ROSY.h5?download=1\"\n", "\n", " # Download the file\n", " response = requests.get(url)\n", " if response.status_code == 200:\n", " print(\"Download successful!\")\n", " # Save the file to the specified directory\n", " with open(output_file, \"wb\") as f:\n", " f.write(response.content)\n", " print(f\"File saved to: {output_file}\")\n", " else:\n", " print(f\"Failed to download file. HTTP Status Code: {response.status_code}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Load data\n", "\n", "To load the data, we use the ``load_data_from_file`` function in the ``prt`` module of ``libra-toolbox``." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['Channel A', 'Channel B', 'Channel C', 'Channel D', 'Coincidence']\n", "Active channels: [ True True True True]\n", "Channel 0: Channel A\n", "Channel 1: Channel B\n", "Channel 2: Channel C\n", "Channel 3: Channel D\n" ] } ], "source": [ "from libra_toolbox.neutron_detection.diamond import prt\n", "\n", "data = prt.load_data_from_file(output_file)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`data` is a dictionary containing, for each active channel, the timestamps in seconds and the amplitudes of the events in mV" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'Channel A': {'timestamps': array([ 415.78811039, 1072.84300216, 1073.88120264, ...,\n", " 42680.1049604 , 42680.34160139, 42680.55178646], shape=(296633,)),\n", " 'amplitudes': array([ 27.77429243, 27.26467238, 433.94146794, ..., 1119.63523789,\n", " 31.34163274, 403.87388531], shape=(296633,))},\n", " 'Channel B': {'timestamps': array([ 44.26180857, 112.7965396 , 137.2218714 , ...,\n", " 42681.64475139, 42681.64734641, 42681.6553663 ], shape=(4625419,)),\n", " 'amplitudes': array([ 31.26355419, 52.86844935, 77.77762261, ..., 237.9080221 ,\n", " 33.04278085, 530.71789544], shape=(4625419,))},\n", " 'Channel C': {'timestamps': array([1.12628682e+01, 4.42618085e+01, 8.61230073e+01, ...,\n", " 4.26819807e+04, 4.26819854e+04, 4.26819877e+04], shape=(4742660,)),\n", " 'amplitudes': array([52.92923246, 41.53298624, 30.64323984, ..., 36.72123783,\n", " 70.65672658, 39.00048708], shape=(4742660,))},\n", " 'Channel D': {'timestamps': array([1.49495708e+01, 3.27648884e+01, 6.77186525e+01, ...,\n", " 4.26822708e+04, 4.26822903e+04, 4.26822947e+04], shape=(4496082,)),\n", " 'amplitudes': array([ 37.03524888, 32.1823542 , 61.04430677, ..., 76.36923734,\n", " 40.86648152, 322.334373 ], shape=(4496082,))}}" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Found 296633 (2.97e+05) events in channel Channel A\n", "Found 4625419 (4.63e+06) events in channel Channel B\n", "Found 4742660 (4.74e+06) events in channel Channel C\n", "Found 4496082 (4.50e+06) events in channel Channel D\n" ] } ], "source": [ "for channel, channel_data in data.items():\n", " print(f\"Found {len(channel_data[\"timestamps\"])} ({len(channel_data[\"timestamps\"]):.2e}) events in channel {channel}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Channel A contains about 10 times less counts because diamond A is thinner than diamonds B, C, and D." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plot data\n", "\n", "We can now plot the amplitudes of the events (analagous to energy, but uncalibrated)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "\n", "for channel_name, channel_data in data.items():\n", " plt.hist(\n", " channel_data[\"amplitudes\"],\n", " bins=200,\n", " histtype=\"step\",\n", " label=f\"Channel {channel_name}\",\n", " )\n", "plt.xlabel(\"Amplitude [mV]\")\n", "plt.ylabel(\"Counts\")\n", "plt.yscale(\"log\")\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Calculate count rate\n", "\n", "With `get_count_rate` we can obtain the temporal evolution of the count rate (in count/s)." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for channel_name, channel_data in data.items():\n", " count_rates, count_rate_bins = prt.get_count_rate(channel_data[\"timestamps\"], bin_time=100)\n", " plt.plot(count_rate_bins[:-1], count_rates, label=f\"Channel {channel_name}\")\n", "\n", "plt.xlabel(\"Time [s]\")\n", "plt.ylabel(\"Counts [1/s]\")\n", "plt.legend()\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Increasing the `bin_time` will result in a smoother plot:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for channel_name, channel_data in data.items():\n", " count_rates, count_rate_bins = prt.get_count_rate(channel_data[\"timestamps\"], bin_time=600)\n", " plt.plot(count_rate_bins[:-1], count_rates, label=f\"Channel {channel_name}\")\n", "\n", "plt.xlabel(\"Time [s]\")\n", "plt.ylabel(\"Counts [1/s]\")\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plotting coincidences.\n", "\n", "The separate channels show energy deposited in an individual diamond by a given coincidence event, and the combined plot shows the total energy of a coincidence event found by summing the energy deposited in each diamond by the particle" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Ignore: 1, Coincidence: 3, Anti-Coincidence: 0\n" ] } ], "source": [ "# Only the coincidence window (in seconds) and the coincidence_criteria needs to be changed. Everythign else is automatically done\n", "# coincidence_window in seconds (1e-9 = 1 ns)\n", "# coincidence_citeria:\n", "# 0: Ignore thsi channel for the calculation\n", "# 1: use this channel for coincidence caluclations\n", "# 2: Use this channel for anti-coincidence (no count in the time window for this channel is allowed)\n", "# -> structure [Channel A, Channel B, Channel C, Channel D]\n", "\n", "\n", "df = prt.calculate_coincidence(\n", " A_time=data[\"Channel A\"][\"timestamps\"],\n", " A_ampl=data[\"Channel A\"][\"amplitudes\"],\n", " B_time=data[\"Channel B\"][\"timestamps\"],\n", " B_ampl=data[\"Channel B\"][\"amplitudes\"],\n", " C_time=data[\"Channel C\"][\"timestamps\"],\n", " C_ampl=data[\"Channel C\"][\"amplitudes\"],\n", " D_time=data[\"Channel D\"][\"timestamps\"],\n", " D_ampl=data[\"Channel D\"][\"amplitudes\"],\n", " coincidence_window=100e-9, # 100 ns\n", " coincidence_citeria=[1, 1, 1, 0],\n", ")" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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A_time [s]A_amplitude [mV]B_time [s]B_amplitude [mV]C_time [s]C_amplitude [mV]Sum_amplitude [mV]
01073.98394143.0628941073.98394139.1429871073.98394130.136740112.342620
11099.97016572.6208561099.9701651383.7299921099.97016566.0982281522.449076
21102.82322631.5964431102.82322653.3768001102.82322697.754468182.727710
31106.81582947.1398541106.815829156.5719461106.81582972.429476276.141276
41107.33235132.3608731107.33235145.7515431107.33235147.357734125.470150
\n", "
" ], "text/plain": [ " A_time [s] A_amplitude [mV] B_time [s] B_amplitude [mV] C_time [s] \\\n", "0 1073.983941 43.062894 1073.983941 39.142987 1073.983941 \n", "1 1099.970165 72.620856 1099.970165 1383.729992 1099.970165 \n", "2 1102.823226 31.596443 1102.823226 53.376800 1102.823226 \n", "3 1106.815829 47.139854 1106.815829 156.571946 1106.815829 \n", "4 1107.332351 32.360873 1107.332351 45.751543 1107.332351 \n", "\n", " C_amplitude [mV] Sum_amplitude [mV] \n", "0 30.136740 112.342620 \n", "1 66.098228 1522.449076 \n", "2 97.754468 182.727710 \n", "3 72.429476 276.141276 \n", "4 47.357734 125.470150 " ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df.head()" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Found 6447 coincidence events\n" ] } ], "source": [ "print(f\"Found {len(df)} coincidence events\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Channel D is not included because it was not used to calculate coincidences (14 MeV neutrons do not reach channel D)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for label in [\"A\", \"B\", \"C\", \"Sum\"]:\n", "\n", " plt.hist(\n", " df[f\"{label}_amplitude [mV]\"],\n", " bins=200,\n", " histtype=\"step\",\n", " label=f\"{label}\",\n", " )\n", "\n", "plt.xlabel(\"Amplitude [mV]\")\n", "plt.ylabel(\"Counts\")\n", "plt.title(\"All Channel Coincidence Counts\")\n", "plt.yscale(\"log\")\n", "plt.legend()\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": "libra-toolbox-dev", "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": "3.13.2" } }, "nbformat": 4, "nbformat_minor": 2 }