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Representation Learning for Sequential Volumetric Design Tasks
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Volumetric design, also called massing design, is the first and critical step in professional building design, which is sequential in nature. As the volumetric design process requires careful design decisions and iterative ...
GenCAD-Self-Repairing: Latent Space Steering for Feasibility-Aware 3D Computer-Aided Design Generation
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Abstract. Recent advancements in generative artificial intelligence have shown strong potential for automating computer-aided design (CAD) generation. Unlike commonly used point cloud or mesh representations in 3D generation ...
DesignQA: A Multimodal Benchmark for Evaluating Large Language Models’ Understanding of Engineering Documentation
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This research introduces DesignQA, a novel benchmark aimed at evaluating the proficiency of multimodal large language models (MLLMs) in comprehending and applying engineering requirements in technical documentation. Developed ...
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