2 papers
hep-ph2025
Reweighting and Analysing Event Generator Systematics by Neural Networks on High-Level Features
Amon Furuichi, Sung Hak Lim, Mihoko M. Nojiri
The state-of-the-art deep learning (DL) models for jet classification use jet constituent information directly, improving performance tremendously. This draws attention to interpre…
astro-ph.GA2025
JFlow: Model-Independent Spherical Jeans Analysis using Equivariant Continuous Normalizing Flows
Sung Hak Lim, Kohei Hayashi, Shun'ichi Horigome +2
The kinematics of stars in dwarf spheroidal galaxies have been studied to understand the structure of dark matter halos. However, the kinematic information of these stars is often…