Multi-input convolutional network for ultrafast simulation of field evolvement

Summary: 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-bas...

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Bibliografski detalji

Glavni autori:	Zhuo Wang, Wenhua Yang, Linyan Xiang, Xiao Wang, Yingjie Zhao, Yaohong Xiao, Pengwei Liu, Yucheng Liu, Mihaela Banu, Oleg Zikanov, Lei Chen
Format:	Artigo
Jezik:	Inglês
Izdano:	Elsevier 2022-06-01
Serija:	Patterns
Teme:	DSML 3: Development/pre-production: Data science output has been rolled out/validated across multiple domains/problems
Online pristup:	http://www.sciencedirect.com/science/article/pii/S2666389922000794
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