AI RESEARCH
Self-Improving CAD Generation Agents with Finite Element Analysis as Feedback
arXiv CS.CL
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ArXi:2605.17448v1 Announce Type: cross Computer-aided design (CAD) is the backbone of modern industrial design, yet learned CAD generators still fall short of real engineering pipelines: they neither iterate like engineers nor evaluate what engineering requires. Prior work has treated CAD generation as two disjoint steps, part synthesis and assembly, where the former is graded by proximity to a gold reference and the latter, when handled at all, is reduced to a separate constraint solving step. In this work, we.