Evaluating Large Language Models for Material Selection

arXiv:2405.03695v1 Announce Type: new
Abstract: 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 product. This study investigates the use of Large Language Models (LLMs) for material selection in the product design process and compares the performance of LLMs against expert choices for various design scenarios. By collecting a dataset of expert material preferences, the study provides a basis for evaluating how well LLMs …

abstract arxiv cs.cl design impact language language models large language large language models llms material performance process product product design study sustainability type