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Retrieving Causally Related Functions From Natural Language Text for Biomimetic Design
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Identifying biological analogies is a significant challenge in biomimetic (biologically inspired) design. This paper builds on our previous work on finding biological phenomena in naturallanguage text. Specifically, a ...
Effects of Abstraction on Selecting Relevant Biological Phenomena for Biomimetic Design
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The naturallanguage approach to identifying biological analogies exploits the existing format of much biological knowledge, beyond databases created for biomimetic design. However, designers may need to select analogies ...
Elicitron: A Large Language Model Agent-Based Simulation Framework for Design Requirements Elicitation
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Requirement elicitation, a critical, yet time-consuming and challenging step in product development, often fails to capture the full spectrum of user needs. This may lead to products that fall short of user expectations. ...
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 ...