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Articles by
Keiya Hirashima
The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning
30 November 2024 by
Ruben Ohana
and
others
Machine Learning
,
Fluid Dynamics
ASURA-FDPS-ML: Star-by-star Galaxy Simulations Accelerated by Surrogate Modeling for Supernova Feedback
30 October 2024 by
Keiya Hirashima
and
others
Astrophysics of Galaxies
,
Artificial Intelligence
Surrogate Modeling for Computationally Expensive Simulations of Supernovae in High-Resolution Galaxy Simulations
14 November 2023 by
Keiya Hirashima
and
others
Astrophysics of Galaxies
,
Artificial Intelligence
3D-Spatiotemporal Forecasting the Expansion of Supernova Shells Using Deep Learning toward High-Resolution Galaxy Simulations
18 September 2023 by
Keiya Hirashima
and
others
at
University of Tokyo
Astrophysics of Galaxies
,
Computational Engineering, Finance, and Science