1 citations · 1 across the 1 of their papers we have counts for
5 papers · 1 filter
JAX-based differentiable fluid dynamics on GPU and end-to-end optimization
Wenkang Wang, Xuanwei Zhang, Deniz Bezgin +3
This project aims to advance differentiable fluid dynamics for hypersonic coupled flow over porous media, demonstrating the potential of automatic differentiation (AD)-based optimi…
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…
An investigation of information flux between turbulent boundary layer and porous medium
Xu Chu, Wenkang Wang, Bernhard Weigand
The interaction between boundary layer turbulence and a porous layer is the cornerstone to the interface engineering. In this study, the spatial resolved transfer entropy is used t…
DNS of the Early Phase of Oblique Droplet Impact on Thin Films with FS3D
Jonathan Lukas Stober, Johanna Potyka, Matthias Ibach +2
Spray impacts occur in several environmental and technical applications. The impact of droplets at different angles onto walls covered with a thin film of the same liquid can be re…
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…