Opportunities and challenges of ChatGPT for design knowledge management

X Hu, Y Tian, K Nagato, M Nakao, A Liu - Procedia CIRP, 2023 - Elsevier
Abstract Recent advancements in Natural Language Processing have opened up new
possibilities for the development of large language models like ChatGPT, which can …

[HTML][HTML] ChatGPT and finetuned BERT: A comparative study for developing intelligent design support systems

Y Qiu, Y Jin - Intelligent Systems with Applications, 2024 - Elsevier
Abstract Large Language Models (LLMs), like ChatGPT, have sparked considerable interest
among researchers across diverse disciplines owing to their remarkable text processing and …

ChatGPT for design, manufacturing, and education

X Wang, N Anwer, Y Dai, A Liu - Procedia CIRP, 2023 - Elsevier
The manufacturing industry involves innumerable complex tasks that require significant
knowledge and experience to execute. With the rapid development of artificial intelligence …

How Can Large Language Models Help Humans in Design and Manufacturing?

L Makatura, M Foshey, B Wang, F HähnLein… - arXiv preprint arXiv …, 2023 - arxiv.org
The advancement of Large Language Models (LLMs), including GPT-4, provides exciting
new opportunities for generative design. We investigate the application of this tool across …

Conceptual design generation using large language models

K Ma, D Grandi, C McComb… - … and Information in …, 2023 - asmedigitalcollection.asme.org
Abstract Concept generation is a creative step in the conceptual design phase, where
designers often turn to brainstorming, mindmapping, or crowdsourcing design ideas to …

Conversational ai-powered design: Chatgpt as designer, user, and product

AB Kocaballi - arXiv preprint arXiv:2302.07406, 2023 - arxiv.org
The recent advancements in Large Language Models (LLMs), particularly conversational
LLMs like ChatGPT, have prompted changes in a range of fields, including design. This …

Natural language processing in-and-for design research

L Siddharth, L Blessing, J Luo - Design Science, 2022 - cambridge.org
We review the scholarly contributions that utilise natural language processing (NLP)
techniques to support the design process. Using a heuristic approach, we gathered 223 …

Concept formation as knowledge accumulation: A computational linguistics study

A Dong - AI EDAM, 2006 - cambridge.org
Language plays at least two roles in design. First, language serves as representations of
ideas and concepts through linguistic behaviors that represent the structure of thought …

A cognitive analysis-based key concepts derivation approach for product design

M Li, S Lou, H Zheng, Y Feng, Y Gao, S Zeng… - Expert Systems with …, 2024 - Elsevier
In the development of a new product, concept generation is a crucial stage, as it determines
much of the cost of the product lifetime. The process of generating concepts that meet …

Generative transformers for design concept generation

Q Zhu, J Luo - Journal of Computing and Information …, 2023 - asmedigitalcollection.asme.org
Generating novel and useful concepts is essential during the early design stage to explore a
large variety of design opportunities, which usually requires advanced design thinking ability …