[PDF][PDF] Interface-capturing methods for two-phase flows: An overview and recent developments
Two-phase flows are of great interest in natural and industrial applications such as rain
formation (Shaw 2003), breaking waves (Melville 1996), spray atomization (Sirignano 1999) …
formation (Shaw 2003), breaking waves (Melville 1996), spray atomization (Sirignano 1999) …
Direct numerical simulation of turbulent flows laden with droplets or bubbles
S Elghobashi - Annual Review of Fluid Mechanics, 2019 - annualreviews.org
This review focuses on direct numerical simulations (DNS) of turbulent flows laden with
droplets or bubbles. DNS of these flows are more challenging than those of flows laden with …
droplets or bubbles. DNS of these flows are more challenging than those of flows laden with …
Local extreme learning machines and domain decomposition for solving linear and nonlinear partial differential equations
S Dong, Z Li - Computer Methods in Applied Mechanics and …, 2021 - Elsevier
We present a neural network-based method for solving linear and nonlinear partial
differential equations, by combining the ideas of extreme learning machines (ELM), domain …
differential equations, by combining the ideas of extreme learning machines (ELM), domain …
Physics-informed neural networks for phase-field method in two-phase flow
R Qiu, R Huang, Y **ao, J Wang, Z Zhang, J Yue… - Physics of …, 2022 - pubs.aip.org
The complex flow modeling based on machine learning is becoming a promising way to
describe multiphase fluid systems. This work demonstrates how a physics-informed neural …
describe multiphase fluid systems. This work demonstrates how a physics-informed neural …
Accelerating phase-field predictions via recurrent neural networks learning the microstructure evolution in latent space
The phase-field method is a popular modeling technique used to describe the dynamics of
microstructures and their physical properties at the mesoscale. However, because in these …
microstructures and their physical properties at the mesoscale. However, because in these …
A robust and accurate outflow boundary condition for incompressible flow simulations on severely-truncated unbounded domains
We present a robust and accurate outflow boundary condition and an associated numerical
algorithm for incompressible flow simulations on unbounded physical domains, aiming at …
algorithm for incompressible flow simulations on unbounded physical domains, aiming at …
A second order in time, uniquely solvable, unconditionally stable numerical scheme for Cahn–Hilliard–Navier–Stokes equation
We propose a novel second order in time numerical scheme for Cahn–Hilliard–Navier–
Stokes phase field model with matched density. The scheme is based on second order …
Stokes phase field model with matched density. The scheme is based on second order …
A volume-of-fluid method for interface-resolved simulations of phase-changing two-fluid flows
We present a numerical method for interface-resolved simulations of evaporating two-fluid
flows based on the volume-of-fluid (VoF) method. The method has been implemented in an …
flows based on the volume-of-fluid (VoF) method. The method has been implemented in an …
Phase-field modeling of complex interface dynamics in drop-laden turbulence
Turbulent flows laden with large, deformable drops are ubiquitous in nature and in a wide
range of industrial processes. Prediction of the interactions between drops, which deform …
range of industrial processes. Prediction of the interactions between drops, which deform …
A fast pressure-correction method for incompressible two-fluid flows
We have developed a new pressure-correction method for simulating incompressible two-
fluid flows with large density and viscosity ratios. The method's main advantage is that the …
fluid flows with large density and viscosity ratios. The method's main advantage is that the …