36 citations · 154 across the 8 of their papers we have counts for
4 papers · 1 filter
PCNN: A physics-constrained neural network for multiphase flows
Haoyang Zheng, Ziyang Huang, Guang Lin
The present study develops a physics-constrained neural network (PCNN) to predict sequential patterns and motions of multiphase flows (MPFs), which includes strong interactions amo…
Implementing contact angle boundary conditions for second-order Phase-Field models of wall-bounded multiphase flows
Ziyang Huang, Guang Lin, Arezoo M. Ardekani
In the present work, a general formulation is proposed to implement the contact angle boundary conditions for the second-order Phase-Field models, which is applicable to -phase…
A consistent and conservative Phase-Field model for thermo-gas-liquid-solid flows including liquid-solid phase change
Ziyang Huang, Guang Lin, Arezoo M. Ardekani
In the present study, a consistent and conservative Phase-Field model is developed to study thermo-gas-liquid-solid flows with liquid-solid phase change. The proposed model is deri…
A consistent and conservative model and its scheme for -phase--component incompressible flows
Ziyang Huang, Guang Lin, Arezoo M. Ardekani
In the present work, we propose a consistent and conservative model for multiphase and multicomponent incompressible flows, where there can be arbitrary numbers of phases and compo…