Scholar
Keiya Hirashima
Google Scholar ID: DHaJvdIAAAAJ
RIEKN Center for Interdisciplinary Theoretical and Mathematical Sciences
Machine learning
HPC
Galaxy formation and evolution
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Citations
77
H-index
4
i10-index
2
Publications
11
Co-authors
5
list available
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Publications
6 items
Walrus: A Cross-Domain Foundation Model for Continuum Dynamics
2025
Cited
0
Self-supervised Synthetic Pretraining for Inference of Stellar Mass Embedded in Dense Gas
2025
Cited
0
The First Star-by-star $N$-body/Hydrodynamics Simulation of Our Galaxy Coupling with a Surrogate Model
2025
Cited
0
Universal Spectral Tokenization via Self-Supervised Panchromatic Representation Learning
2025
Cited
0
The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning
Neural Information Processing Systems · 2024
Cited
1
ASURA-FDPS-ML: Star-by-star Galaxy Simulations Accelerated by Surrogate Modeling for Supernova Feedback
arXiv.org · 2024
Cited
0
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Co-authors
5 total
Co-author 1
Co-author 2
Co-author 3
Co-author 4
Shirley Ho
Flatiron Institute, Center for Computational Astrophysics