2 papers
astro-ph.GA2024
GalaxyFlow: Upsampling Hydrodynamical Simulations for Realistic Mock Stellar Catalogs
Sung Hak Lim, Kailash A. Raman, Matthew R. Buckley +1
Cosmological N-body simulations of galaxies operate at the level of "star particles" with a mass resolution on the scale of thousands of solar masses. Turning these simulations int…
hep-ph2024
Jet Classification Using High-Level Features from Anatomy of Top Jets
Amon Furuichi, Sung Hak Lim, Mihoko M. Nojiri
Recent advancements in deep learning models have significantly enhanced jet classification performance by analyzing low-level features (LLFs). However, this approach often leads to…