jschuel

definitelyjeff

Personal website

objectKeyPointLabelStudio

migKeyPoint

Tools for key point detection for Migdal

MIGDAL_simulator

Python implementation of a fast end-to-end simulator for the MIGDAL experiment.

migYOLO

Data processing and analysis tools for using YOLOv8 with CMOS camera images from the MIGDAL TPC

BEAST_TPC_Fast_Digitizer

Digitizer module that reads in a simulated primary recoil track (currently tracks simulated in geant4 but there is flexibility for other software), drifts the charge, amplifies the charge, and reads out the charge assuming a pixel ASIC readout.

BEAST_TPC_3D_ConvNet

Example repository containing data processing and analysis tools for event classification and directional assignment of TPC recoil events using 3D convolutional neural networks. We include sample data, a sample trained model, files for the network architecture, custom PyTorch DataLoader classes, and a training/evaluation script.

thesis_public

My PhD dissertation

tpc_data_processing