notesum.ai
Published at October 30ASURA-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

| Run Name | Supernova | Note | ||
|---|---|---|---|---|
| Thermal FB | Surrogate Model | |||
| SN-DT | ✓ | Fiducial run | ||
| SN-ML | ✓ | |||