3 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…
hep-ph2025
Machine Learning Electroweakino Production
RafaÅ MaseÅek, Mihoko M. Nojiri, Kazuki Sakurai
The system of light electroweakinos and heavy squarks gives rise to one of the most challenging signatures to detect at the LHC. It consists of missing transverse energy recoiled a…