Data-driven methods for flow and transport in porous media: a review
This review focuses on recent advancements in data-driven methods for analyzing flow and
transport in porous media, which are showing promising potential for applications in energy …
transport in porous media, which are showing promising potential for applications in energy …
Large-eddy simulation, convective instability, and modal causality of coaxial supersonic air–water jets considering a swirl effect
An annular liquid sheet sheared by a coaxial supersonic gas stream with a swirling effect is
investigated using Large Eddy Simulation. Despite its wide applications in aerospace and …
investigated using Large Eddy Simulation. Despite its wide applications in aerospace and …
The interfacial modes and modal causality in a dispersed bubbly turbulent flow
While data-driven analysis has demonstrated significant success in single-phase flow
systems, its application to multi-phase flows has been relatively limited with fewer examples …
systems, its application to multi-phase flows has been relatively limited with fewer examples …
Simulation and analytical modeling of high-speed droplet impact onto a surface
The fluid dynamics of liquid droplet impact on surfaces hold significant relevance to various
industrial applications. However, high impact velocities introduce compressible effects …
industrial applications. However, high impact velocities introduce compressible effects …
Experimental insights into the supersonic close-coupled atomization process employed for metal powder production
The growing demand for high-quality metal powders as the raw product for metal additive
manufacturing requires a better understanding of the physics involved in their production by …
manufacturing requires a better understanding of the physics involved in their production by …
OpenFOAMGPT: a RAG-Augmented LLM Agent for OpenFOAM-Based Computational Fluid Dynamics
S Pandey, R Xu, W Wang, X Chu - arXiv preprint arXiv:2501.06327, 2025 - arxiv.org
This work presents a large language model (LLM)-based agent OpenFOAMGPT tailored for
OpenFOAM-centric computational fluid dynamics (CFD) simulations, leveraging two …
OpenFOAM-centric computational fluid dynamics (CFD) simulations, leveraging two …
An investigation of anisotropy in the bubbly turbulent flow via direct numerical simulations
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 …
interface-resolved direct numerical simulation (DNS) with an efficient Coupled Level-Set …