Back to Search Start Over

Large language models in complex system design.

Authors :
Gomez, Alejandro Pradas
Krus, Petter
Panarotto, Massimo
Isaksson, Ola
Source :
Proceedings of the Design Society; May2024, Vol. 4, p2197-2206, 10p
Publication Year :
2024

Abstract

This paper investigates the use of Large Language Models (LLMs) in engineering complex systems, demonstrating how they can support designers on detail design phases. Two aerospace cases, a system architecture definition and a CAD model generation activities are studied. The research reveals LLMs' challenges and opportunities to support designers, and future research areas to further improve their application in engineering tasks. It emphasizes the new paradigm of LLMs support compared to traditional Machine Learning techniques, as they can successfully perform tasks with just a few examples. [ABSTRACT FROM AUTHOR]

Details

Language :
English
Volume :
4
Database :
Complementary Index
Journal :
Proceedings of the Design Society
Publication Type :
Conference
Accession number :
177379694
Full Text :
https://doi.org/10.1017/pds.2024.222