Multi-Agent Collaboration for Automated Design Exploration on High Performance Computing Systems
The MADA framework automates scientific design on high-performance computing systems using specialized AI agents. By employing Job Management, Geometry, and Inverse Design agents through the Model Context Protocol, researchers achieved a ten percent reduction in Richtmyer–Meshkov Instability during fusion energy simulations, outperforming traditional mathematical optimization methods.