CAX-Agent is a three-layer agent harness for MAPDL automation whose model-driven recovery policy reaches 0.93 task completion and 0.84 zero-intervention rate on 50 simple structural benchmarks, outperforming rule-only and no-recovery baselines.
An investigation on utilizing large language model for industrial computer-aided design automation,
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CAX-Agent: A Lightweight Agent Harness for Reliable APDL Automation
CAX-Agent is a three-layer agent harness for MAPDL automation whose model-driven recovery policy reaches 0.93 task completion and 0.84 zero-intervention rate on 50 simple structural benchmarks, outperforming rule-only and no-recovery baselines.