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Lagrangian large eddy simulations via physics-informed machine learning

High-Reynolds number homogeneous isotropic turbulence (HIT) is fully described within the Navier–Stokes (NS) equations, which are notoriously difficult to solve numerically. Engineers, interested primarily in describing turbulence at a reduced range of resolved scales, have designed heuristics, know...

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Detalles Bibliográficos
Autores principales: Tian, Yifeng, Woodward, Michael, Stepanov, Mikhail, Fryer, Chris, Hyett, Criston, Livescu, Daniel, Chertkov, Michael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10450849/
https://www.ncbi.nlm.nih.gov/pubmed/37585463
http://dx.doi.org/10.1073/pnas.2213638120