Knowledge Base Repository

In addition to research papers, the Design Society is developing several valuable resources for those interested in the study of design. These include a repository of PhD theses, a library of case studies and transcripts of design activities, and an archive of our newsletters. Please note that these resources are accessible exclusively to Design Society members.

Large language models in complex system design

Alejandro Pradas Gomez (1), Petter Krus (2), Massimo Panarotto (1), Ola Isaksson (1)


Type:
Year:
2024
Editor:
Mario Štorga, Stanko Škec, Tomislav Martinec, Dorian Marjanović, Neven Pavković, Marija Majda Škec
Author:
Series:
DESIGN
Institution:
1: Chalmers University of Technology, Sweden; 2: Linköping University, Sweden
Section:
Artificial Intelligence and Data-Driven Design
Page(s):
2197-2206
DOI number:
ISSN:
2732-527X (Online)
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.
Keywords:

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