Towards Multi-Agent Autonomous Reasoning in Hydrodynamics

This paper introduces a multi-agent system (MAS) prototype designed for hydrodynamics, addressing the limitations of single-agent LLM workflows. Specialized agents are coordinated through a Layer Execution Graph (LEG) to improve reliability and context management in scientific tasks.