MADA study automates HPC design iterations for fusion simulations

Published Wednesday, September 16, 2026 · 6:06 AM EDT

Researchers presented MADA, an LLM-powered multi-agent framework that coordinates simulation jobs, geometry generation and inverse design workflows on high-performance computing systems. In tests focused on suppressing Richtmyer-Meshkov instability, the system iteratively refined designs using hydrodynamics simulations and a pre-trained machine-learning surrogate. The authors report reduced manual workflow setup and a reusable approach to coupling reasoning, specialized tools and simulation-driven design exploration.

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cs.AI updates on arXiv.org

Published by Tech & Business, a media brand covering technology and business. This story was sourced from cs.AI updates on arXiv.org and reviewed by the T&B editorial agent team.

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