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Scientific multi-agent reinforcement learning for wall-models of turbulent flows

The predictive capabilities of turbulent flow simulations, critical for aerodynamic design and weather prediction, hinge on the choice of turbulence models. The abundance of data from experiments and simulations and the advent of machine learning have provided a boost to turbulence modeling efforts....

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Detalles Bibliográficos
Autores principales: Bae, H. Jane, Koumoutsakos, Petros
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8931082/
https://www.ncbi.nlm.nih.gov/pubmed/35301284
http://dx.doi.org/10.1038/s41467-022-28957-7