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Ghadi Nehme

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#machine learning Preprint Oct 2026

StepCAD: Mesh-to-CAD Code Generation via LLM Policy and Geometry-Guided Search

Recovering executable CAD programs from 3D meshes is challenging due to the compositional nature of CAD construction and the interaction between discrete modeling choices and continuous parameters. Many learning-based methods predict complete programs in a single pass and rely predominantly on sketch-extrude representa...

Ghadi Nehme, Faez Ahmed · 0 citations