36 citations · 154 across the 8 of their papers we have counts for
8 papers
Consistent and bound-preserving finite-volume WENO scheme for compressible two-/-phase flows with Phase-Field mechanism
Ziyang Huang
In the present study, we propose a consistent and bound-preserving finite-volume WENO scheme that satisfies the requirements of consistency, conservation, equilibrium, and bound pr…
HomPINNs: homotopy physics-informed neural networks for solving the inverse problems of nonlinear differential equations with multiple solutions
Haoyang Zheng, Yao Huang, Ziyang Huang +2
Due to the complex behavior arising from non-uniqueness, symmetry, and bifurcations in the solution space, solving inverse problems of nonlinear differential equations (DEs) with m…
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…
A consistent and conservative volume distribution algorithm and its applications to multiphase flows using Phase-Field models
Ziyang Huang, Guang Lin, Arezoo M. Ardekani
In the present study, the multiphase volume distribution problem, where there can be an arbitrary number of phases, is addressed using a consistent and conservative volume distribu…
A consistent and conservative Phase-Field method for multiphase incompressible flows
Ziyang Huang, Guang Lin, Arezoo M. Ardekani
A consistent and conservative Phase-Field method, including both the model and scheme, is developed for multiphase flows with an arbitrary number of immiscible and incompressible f…