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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 ...
PneuGrasp: Computational Design of Soft Robots for State-Specific Grasping
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Abstract. Soft grippers, used in applications such as food handling and assistive devices, leverage multiple soft fluidic actuators (SFAs) for safe and compliant grasping. Designing SFAs is challenging because they must ...
MCERF: Advancing Multimodal Large Language Model Evaluation of Engineering Documentation With Enhanced Retrieval
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Abstract. Engineering rulebooks and technical standards contain multimodal information like dense text, tables, and illustrations that are challenging for retrieval augmented generation (RAG) systems. Building upon the ...
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 ...