Finite Volume Features, Global Geometry Representations, and Residual Training for Deep Learning-based CFD Simulation

Loh Sher En Jessica; Naheed Anjum Arafat; Wei Xian Lim; Wai Lee Chan; Adams Wai-Kin Kong

2024 ICML ICML 2024

Finite Volume Features, Global Geometry Representations, and Residual Training for Deep Learning-based CFD Simulation

Abstract

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Authors

Loh Sher En Jessica, Naheed Anjum Arafat, Wei Xian Lim, Wai Lee Chan, Adams Wai-Kin Kong

Topics

Machine Learning > Application Areas > Domain Adaptation Deep Learning > Architectures > Graph Neural Networks Deep Learning > Learning Types > Representation Learning

Keywords

directional integrated distance finite volume features global geometry representations mesh cell characteristics residual training shortest vector

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