Pinned Repositories
VisualAnalysis
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.
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.
definitelyjeff
Personal website
MIGDAL_simulator
Python implementation of a fast end-to-end simulator for the MIGDAL experiment.
migKeyPoint
Tools for key point detection for Migdal
migYOLO
Data processing and analysis tools for using YOLOv8 with CMOS camera images from the MIGDAL TPC
objectKeyPointLabelStudio
thesis_public
My PhD dissertation
tpc_data_processing
jschuel's Repositories
jschuel/migYOLO
Data processing and analysis tools for using YOLOv8 with CMOS camera images from the MIGDAL TPC
jschuel/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.
jschuel/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.
jschuel/definitelyjeff
Personal website
jschuel/MIGDAL_simulator
Python implementation of a fast end-to-end simulator for the MIGDAL experiment.
jschuel/migKeyPoint
Tools for key point detection for Migdal
jschuel/objectKeyPointLabelStudio
jschuel/thesis_public
My PhD dissertation
jschuel/tpc_data_processing