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physics.flu-dyn2025
A low-dissipation reconstruction scheme for compressible single- and multi-phase flows based on artificial neural networks
Minsheng Huang, Lidong Cheng, Wenjun Ying +2
Solving compressible flows containing both smooth and discontinuous flow structures remains a significant challenge for finite volume methods. Godunov-type finite volume methods ar…
physics.flu-dyn2024
Physics-informed Data-driven Cavitation Model for a Specific MG EOS
Minsheng Huang, Chengbao Yao, Pan Wang +2
We present a novel one-fluid cavitation model of a specific Mie-Grüneisen equation of state(EOS), named polynomial EOS, based on an artificial neural network. Not only the physics…