Repositories list

• marl-tracking

  Public
  0•0•0•0•Updated Jan 8, 2025Jan 8, 2025

• uncertainty-vis

  Public
  This repository contains small jupyter notebooks to explore uncertainty in a visual fashion.

  Jupyter Notebook

  •1•0•0•0•Updated Aug 26, 2024Aug 26, 2024

• e2e-tracking

  Public
  PyTorch implementation of "Exploring End-to-end Differentiable Neural Charged Particle Tracking -- A Loss Landscape Perspective".

  particle-trackingend-to-end-machine-learninggraph-neural-networks+ 1charged-particle-tracking

  0•2•0•0•Updated Jul 18, 2024Jul 18, 2024

• rl-tracking

  Public
  Pytorch implementation of "Towards Neural Charged Particle Tracking in Digital Tracking Calorimeters with Reinforcement Learning"

  reinforcement-learningcombinatorial-optimizationtrack-reconstruction+ 2charged-particle-trackingproton-imaging

  Jupyter Notebook

  •0•1•0•0•Updated Nov 29, 2023Nov 29, 2023

• pbs-spot-rejection-rate

  Public
  Implementation of "Uncertainty-aware spot rejection rate as quality metric for proton therapy"

  Python

  •0•0•0•0•Updated Aug 1, 2023Aug 1, 2023