Waveform Analysis Using Python - JiaJun Huang

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Explore waveform analysis techniques in Python with JiaJun Huang. Learn about setting up a step motor system, UV light, scintillator tile, SiPM, and RCDAQ for data analysis. Discover methods for analyzing single pulse waveforms, performing Chi Square analysis, and visualizing data using Gaussian plots and heatmaps.

  • Python
  • Waveform Analysis
  • Data Analysis
  • Visualization
  • JiaJun Huang

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Presentation Transcript


  1. Waveform Analysis Using Python JiaJun Huang

  2. Setup Step Motor System UV Light Hexagon Scintillator Tile Sipm RCDAQ

  3. Single Pulse Waveform Peak to Peak Using Average of Baseline Peak to Peak Using Different Fits Peak to Peak Using Step Functions

  4. Chi Square Analysis The code rejects any waveforms that is not a constant fit.

  5. Single Position Gaussian Each P2P plotted is at the same location and the average of the Gaussian is the average intensity of the position of the scan.

  6. Heatmap

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