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Machine learning–accelerated computational fluid dynamics

Numerical simulation of fluids plays an essential role in modeling many physical phenomena, such as weather, climate, aerodynamics, and plasma physics. Fluids are well described by the Navier–Stokes equations, but solving these equations at scale remains daunting, limited by the computational cost o...

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Detalles Bibliográficos
Autores principales: Kochkov, Dmitrii, Smith, Jamie A., Alieva, Ayya, Wang, Qing, Brenner, Michael P., Hoyer, Stephan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8166023/
https://www.ncbi.nlm.nih.gov/pubmed/34006645
http://dx.doi.org/10.1073/pnas.2101784118