AINeutralarXiv – CS AI · 7h ago6/10
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Human-Enhanced Loop Modeling (HELM): Agent-Based Finite Element Modeling of Concrete Bridge Barriers
Researchers introduce HELM, a human-agent collaborative framework that automates finite element modeling of concrete bridge barriers by decomposing complex tasks into verifiable checkpoints. The system improves autonomous modeling success rates from 20% to 75% by integrating AI agents with commercial FE software, addressing a critical gap in automating safety-critical infrastructure analysis.