3 papers
cs.LG2024
MSEval: A Dataset for Material Selection in Conceptual Design to Evaluate Algorithmic Models
Yash Patawari Jain, Daniele Grandi, Allin Groom +2
Material selection plays a pivotal role in many industries, from manufacturing to construction. Material selection is usually carried out after several cycles of conceptual design,…
cs.HC2024
Exploring the Capabilities of Large Language Models for Generating Diverse Design Solutions
Kevin Ma, Daniele Grandi, Christopher McComb +1
Access to large amounts of diverse design solutions can support designers during the early stage of the design process. In this paper, we explore the efficacy of large language mod…
cs.CL2024
Evaluating Large Language Models for Material Selection
Daniele Grandi, Yash Patawari Jain, Allin Groom +2
Material selection is a crucial step in conceptual design due to its significant impact on the functionality, aesthetics, manufacturability, and sustainability impact of the final…