3 papers
physics.flu-dyn2024
An investigation of anisotropy in the bubbly turbulent flow via direct numerical simulations
Xuanwei Zhang, Yanchao Liu, Wenkang Wang +2
This study explores the dynamics of dispersed bubbly turbulent flow in a channel using interface-resolved direct numerical simulation (DNS) with an efficient Coupled Level-Set Volu…
physics.flu-dyn2023
Modeling of Coupled Turbulent Channel Porous Media Flow through a Deep Autoencoder Echo State Network Framework
Xu Chu, Sandeep Pandey, Yanchao Liu +1
In this study, we propose a novel approach, namely the combined Convolutional Deep Autoencoder Echo State Network (CDAE ESN) model, for the analysis and forecasting of dynamics and…
physics.flu-dyn2023
Simulation and analytical modeling of high-speed droplet impact onto a surface
Yanchao Liu, Xu Chu, Guang Yang +1
The fluid dynamics of liquid droplet impact on surfaces hold significant relevance to various industrial applications. However, high impact velocities introduce compressible effect…