Evaluating the Role of Model Size in Agentic AI for Expert-Like Material Selection

…Material selection is fundamental to the design process, as it significantly affects the cost, performance, appearance, manufacturability, and sustainability of a product. It is a complex, open-ended challenge that forces…

A Domain Adaptation of Large Language Models for Classifying Mechanical Assembly Components

ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference A Domain Adaptation of Large Language Models for Classifying Mechanical Assembly Components Share page Link copied Facebook…

MSEval: A Dataset for Material Selection in Conceptual Design to Evaluate Algorithmic Models

…used to create the corpus of questions asked to survey participants. Completing the tasks requires fundamental abilities such as reasoning, critical thinking, and knowledge of the material selection domain. Questions…

Do Large Language Models Produce Diverse Design Concepts? A Comparative Study with Human-Crowdsourced Solutions

Journal of Computing and Information Science in Engineering Do Large Language Models Produce Diverse Design Concepts? A Comparative Study with Human-Crowdsourced Solutions Share page Link copied Facebook X LinkedIn Copy…

Designing for Experience: Where Architecture, Neuroscience, and Movement Meet

…are working outside their own lived experiences, such as in healthcare or accessibility-focused projects. The goal isn’t to promise complete insight into others’ experiences. Rather, it’s to offer better support…

Material Selection Using Large Language Models

ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference Material Selection Using Large Language Models Share page Link copied Facebook X LinkedIn Copy Link Comparison of…