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ASTROLABE: A 3D Particle-Level Surrogate for Cosmology Simulation with Physical Flow Matching

Elsharkawy, Ibrahim et al.
arXiv (All) · Papers
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cosmology-and-nongalactic-astrophysics
The microphysics of dark matter (DM) is imprinted on cosmological structure across an enormous dynamic range. Nonlinear cosmological observables are most reliably modeled with N-body and hydrodynamic simulations. However, systematic N-body scans over DM theory space are prohibitively expensive. Mach
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