1 citations · 1 across the 5 of their papers we have counts for
5 papers
Physics-Enforced Neural Ordinary Differential Equation for Chemical Kinetics Optimization in Reaction-Diffusion Systems
Feixue Cai, Hua Zhou, Zhuyin Ren
Calibrating chemical kinetics in a reaction-diffusion system is challenging because of complex dynamics governed by tightly coupled chemistry and transport, while experimental obse…
OptMetaOpenFOAM: Large Language Model Driven Chain of Thought for Sensitivity Analysis and Parameter Optimization based on CFD
Yuxuan Chen, Long Zhang, Xu Zhu +2
Merging natural language interfaces with computational fluid dynamics (CFD) workflows presents transformative opportunities for both industry and research. In this study, we introd…
MetaOpenFOAM 2.0: Large Language Model Driven Chain of Thought for Automating CFD Simulation and Post-Processing
Yuxuan Chen, Xu Zhu, Hua Zhou +1
Computational Fluid Dynamics (CFD) is widely used in aerospace, energy, and biology to model fluid flow, heat transfer, and chemical reactions. While Large Language Models (LLMs) h…
MetaOpenFOAM: an LLM-based multi-agent framework for CFD
Yuxuan Chen, Xu Zhu, Hua Zhou +1
Remarkable progress has been made in automated problem solving through societies of agents based on large language models (LLMs). Computational fluid dynamics (CFD), as a complex p…
An investigation of subgrid mixing timescale modelling in LES of supersonic turbulent flames
Jian An, Jieli Wei, Jian Zhanga +2
The predictive numerical simulation of supersonic turbulent combustion, in which the turbulent intensity is high and the fuel/air mixture is near the flammability limit, remains ch…