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Youngwan Son

Hello

  • Hi, I work in many gitlabs, so updating here would not be fast.

Interest & Work

  • Computer Vision
    • Point cloud classification/segmentation
  • LHC/FCC Reconstruction, Identification, Trigger
    • CNN based online muon segment reconstruction accelerated via FPGA
    • ViT based offline tau identification
  • Very High Energy (VHE) Gamma-ray Astrophysics

Youngwan Son's Projects

dual-readout icon dual-readout

Repository for GEANT4 simulation & analysis of the dual-readout calorimeter

hawc_hal icon hawc_hal

HAWC Accelerated Likelihood - python-only framework for HAWC data analysis

hls4ml icon hls4ml

Machine learning in FPGAs using HLS

hls4seg icon hls4seg

C++ implementation of CNN based segmentation

machine_learning_refined icon machine_learning_refined

Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).

me0dl icon me0dl

ME0 segmentation with Deep Learning

mplhep icon mplhep

A set of helpers for matplotlib to more easily produce plots typically needed in HEP as well as style them in way that's compatible with current collaboration requirements (ROOT).

naima icon naima

Derivation of non-thermal particle distributions through MCMC spectral fitting

tauid4drc icon tauid4drc

Hadronic tau lepton identification with stand-alone Dual-Readout Calorimeter (DRC) information

vitis-ai icon vitis-ai

Vitis AI is Xilinx’s development stack for AI inference on Xilinx hardware platforms, including both edge devices and Alveo cards.

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