Youngwan Son's Projects
Spatial and spectral models for astrophysics
CMS Offline Software
Repository for GEANT4 simulation & analysis of the dual-readout calorimeter
HAWC Accelerated Likelihood - python-only framework for HAWC data analysis
Machine learning in FPGAs using HLS
C++ implementation of CNN based segmentation
Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).
Development of MadDM for HAWC
ME0 segmentation with Deep Learning
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).
Derivation of non-thermal particle distributions through MCMC spectral fitting
Hadronic tau lepton identification with stand-alone Dual-Readout Calorimeter (DRC) information
Tools for Machine Learing for Tau reco&Id
Vitis AI is Xilinx’s development stack for AI inference on Xilinx hardware platforms, including both edge devices and Alveo cards.