Makino, Junichiro

1. 3D-Spatiotemporal Forecasting the Expansion of Supernova Shells Using Deep Learning toward High-Resolution Galaxy Simulations
   2023/01/31 by Keiya Hirashima, Kana Moriwaki, Hirashima, Keiya +9 · 6 citations
   Computer Science · Physics and Astronomy · #Astrophysics of Galaxies (astro-ph.GA) #Computational Engineering #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Galaxies: Formation, Evolution, Phenomena #Gamma-ray bursts and supernovae #Machine Learning (cs.LG) #and Science (cs.CE)
2. Surrogate Modeling for Computationally Expensive Simulations of Supernovae in High-Resolution Galaxy Simulations
   2023/11/14 by Hirashima, Keiya, Moriwaki, Kana, Fujii, Michiko S. +4 · 1 citation
   #Artificial Intelligence (cs.AI) #Astrophysics of Galaxies (astro-ph.GA) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)