Thermal fluid fields reconstruction for nanofluids convection based on physics-informed deep learning

Based on physics-informed deep learning method, the deep learning model is proposed for thermal fluid fields reconstruction. This method applied fully-connected layers to establish the mapping function from design variables and space coordinates to physical fields of interest, and then the performan...

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Detalles Bibliográficos
Autores principales: Li, Yunzhu, Liu, Tianyuan, Xie, Yonghui
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/PMC9307645/
https://www.ncbi.nlm.nih.gov/pubmed/35869129
http://dx.doi.org/10.1038/s41598-022-16463-1

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9307645/
https://www.ncbi.nlm.nih.gov/pubmed/35869129
http://dx.doi.org/10.1038/s41598-022-16463-1

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