Machine Learning Computational Fluid Dynamics

Ali Usman,Muhammad Rafiq,Muhammad Saeed,Ali Nauman,Andreas Almqvist,Marcus Liwicki

2021 Swedish Artificial Intelligence Society Workshop (SAIS)（2021）

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摘要

Numerical simulation of fluid flow is a significant research concern during the design process of a machine component that experiences fluid-structure interaction (FSI). State-of-the-art in traditional computational fluid dynamics (CFD) has made CFD reach a relative perfection level during the last couple of decades. However, the accuracy of CFD is highly dependent on mesh size; therefore, the com...

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关键词

Fluids,Computational fluid dynamics,Computational modeling,Partial differential equations,Neural networks,Fluid flow,Predictive models

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