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Published at October 30

ASURA-FDPS-ML: Star-by-star Galaxy Simulations Accelerated by Surrogate Modeling for Supernova Feedback

astro-ph.GA
cs.AI
cs.LG

Released Date: October 30, 2024

Authors: Keiya Hirashima1, Kana Moriwaki2, Michiko S. Fujii1, Yutaka Hirai3, Takayuki R. Saitoh4, Junnichiro Makino, Ulrich P. Steinwandel5, Shirley Ho6

Aff.: 1Department of Astronomy, Graduate School of Science, The University of Tokyo, Tokyo, Japan; 2Department of Physics and Astronomy, University of Notre Dame, Notre Dame, IN, USA; 3Department of Planetology, Graduate School of Science, Kobe University, Kobe, Japan; 4Department of Physics, Graduate School of Science, The University of Tokyo, Tokyo, Japan; 5Center for Computational Astrophysics, Flatiron Institute, New York, NY, USA; 6Department of Physics and Center for Data Science, New York University, New York, NY, USA

Arxiv: http://arxiv.org/abs/2410.23346v1