Repositories list

• ConvL2LFlow

  Public
  A flow-based generative ML model for calorimeter showers in particle detectors

  machine-learningcalorimeterhep-ex+ 2normalizing-flowsgenerative-ai

  Python

  •

  MIT License

  •0•5•0•0•Updated Jun 3, 2024Jun 3, 2024

• Two_Angle_BIBAE

  Public
  Python

  •0•1•0•0•Updated Mar 3, 2024Mar 3, 2024

• CaloClouds-2

  Public
  PyTorch implementation of the CaloClouds II model introduced in https://arxiv.org/abs/2309.05704

  Jupyter Notebook

  •

  Apache License 2.0

  •3•3•0•0•Updated Feb 5, 2024Feb 5, 2024

• CaloClouds

  Public
  PyTorch implementation of the CaloClouds model introduced in https://arxiv.org/abs/2305.04847

  Jupyter Notebook

  •2•1•1•0•Updated Jul 21, 2023Jul 21, 2023

• new_angles

  Public
  Python

  •0•0•1•0•Updated Apr 2, 2023Apr 2, 2023

• 1D-GAN

  Public
  Point cloud generator

  Python

  •0•1•0•0•Updated Oct 17, 2022Oct 17, 2022

• getting_high

  Public
  Modelling electromagnetic showers in the central region of the Silicon-Tungsten calorimeter of the proposed ILD

  machine-learningdeep-learninggan+ 2wgan-gpbib-ae

  Python

  •1•11•0•0•Updated Aug 3, 2022Aug 3, 2022

• neurIPS2021_hadron

  Public
  code for our architectures used for neurIPS2021 submission

  Python

  •1•1•0•0•Updated Mar 1, 2022Mar 1, 2022

• HCAL-showers

  Public
  Python

  •0•0•0•0•Updated Sep 3, 2021Sep 3, 2021

• synthetic-data-generator

  Public
  Python

  •1•0•0•0•Updated Mar 12, 2021Mar 12, 2021

• shower-gen-cloudnative

  Public
  Python

  •0•0•0•0•Updated Nov 12, 2020Nov 12, 2020