Fluid mixing optimization with reinforcement learning

Fluid mixing is crucial in various industrial processes. In this study, focusing on the characteristics that reinforcement learning (RL) is suitable for global-in-time optimization, we propose utilizing RL for fluid mixing optimization of passive scalar fields. For the two-dimensional fluid mixing p...

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Detalles Bibliográficos
Autores principales: Konishi, Mikito, Inubushi, Masanobu, Goto, Susumu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9395405/
https://www.ncbi.nlm.nih.gov/pubmed/35995977
http://dx.doi.org/10.1038/s41598-022-18037-7

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9395405/
https://www.ncbi.nlm.nih.gov/pubmed/35995977
http://dx.doi.org/10.1038/s41598-022-18037-7

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