Physics-informed machine learning for modeling turbulence in supernovae

PI Karpov, C Huang, I Sitdikov, CL Fryer… - The Astrophysical …, 2022 - iopscience.iop.org
Turbulence plays an important role in astrophysical phenomena, including core-collapse
supernovae (CCSNe), but current simulations must rely on subgrid models, since direct …

[图书][B] Turbulence Modeling in Core-Collapse Supernovae with Machine Learning

PI Karpov - 2023 - search.proquest.com
Chaotic fluid motion, known at the small scales as turbulence, can significantly alter the
large-scale evolution of astrophysical events. For example, the growth and impact of …