4 papers
Analysis of Information Loss on Composition Measurement in Stiff Chemically Reacting Systems
Yiming Lu, Xu Zhu, Long Zhang +1
Gas sampling methods have been crucial for the advancement of combustion science, enabling analysis of reaction kinetics and pollutant formation. However, the measured composition…
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…