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Multi-input convolutional network for ultrafast simulation of field evolvement

There is a compelling need for the regression capability of mapping the initial field and applied conditions to the evolved field, e.g., given current flow field and fluid properties predicting next-step flow field. Such a capability can provide a maximum to full substitute of a physics-based model,...

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Detalles Bibliográficos
Autores principales: Wang, Zhuo, Yang, Wenhua, Xiang, Linyan, Wang, Xiao, Zhao, Yingjie, Xiao, Yaohong, Liu, Pengwei, Liu, Yucheng, Banu, Mihaela, Zikanov, Oleg, Chen, Lei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9214322/
https://www.ncbi.nlm.nih.gov/pubmed/35755874
http://dx.doi.org/10.1016/j.patter.2022.100494