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RISCAD-Coder: An Open-Source Vision-Language Model for Computer-Aided Design Code Generation
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Abstract. Efficient creation of accurate and editable 3D CAD models is critical in engineering design, significantly impacting cost and time to market in product innovation. Current manual workflows remain highly time ...
MeshPointNet: 3D Surface Classification Using Graph Neural Networks and Conformal Predictions on Mesh-Based Representations
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: In many design automation applications, accurate segmentation and classification of 3D surfaces and extraction of geometric insight from 3D models can be pivotal. This paper primarily introduces a machine learning-based ...