43 citations · 44 across the 3 of their papers we have counts for
3 papers
physics.flu-dyn2025★ 43 cited
OpenFOAMGPT: a RAG-Augmented LLM Agent for OpenFOAM-Based Computational Fluid Dynamics
Sandeep Pandey, Ran Xu, Wenkang Wang +1
This work presents a large language model (LLM)-based agent OpenFOAMGPT tailored for OpenFOAM-centric computational fluid dynamics (CFD) simulations, leveraging two foundation mode…
physics.flu-dyn2023★ 1 cited
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
Non-intrusive, transferable model for coupled turbulent channel-porous media flow based upon neural networks
Xu Chu, Sandeep Pandey
Turbulent flow over permeable interface is omnipresent featuring complex flow topology. In this work, a data driven, end to end machine learning model has been developed to model t…