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contributor authorZhang, Chonghui
contributor authorZhao, Yaoyao Fiona
contributor authorEl Haddad, Randous
date accessioned2025-04-21T10:02:20Z
date available2025-04-21T10:02:20Z
date copyright12/19/2024 12:00:00 AM
date issued2024
identifier issn1530-9827
identifier otherjcise_25_2_021008.pdf
identifier urihttp://yetl.yabesh.ir/yetl1/handle/yetl/4305367
description abstractIn the contemporary era of engineering education, the integration of large language models, offers a novel perspective on enhancing the design process. This study investigates the impact of ChatGPT-3.5 on mechanical engineering design education, focusing on concept generation and detailed modeling. By comparing outcomes from artificial intelligence (AI)-assisted groups to those without AI assistance, our research reveals that AI significantly broadens concept generation diversity but also introduces bias for existing popular designs. Additionally, while AI aids in suggesting functions for computer-aided design (CAD) modeling, its textual nature and the occurrence of unreliable responses limit its usefulness in detailed CAD modeling tasks, highlighting the irreplaceable value of traditional learning materials and hands-on practice. The study concludes that AI should serve as a complement to, rather than a replacement for, traditional design education. Additionally, it highlights the necessity for further specialization within AI to enhance its effectiveness.
publisherThe American Society of Mechanical Engineers (ASME)
titleUnderstanding the Impact of Applying Large Language Model in Engineering Design Education
typeJournal Paper
journal volume25
journal issue2
journal titleJournal of Computing and Information Science in Engineering
identifier doi10.1115/1.4067318
journal fristpage21008-1
journal lastpage21008-14
page14
treeJournal of Computing and Information Science in Engineering:;2024:;volume( 025 ):;issue: 002
contenttypeFulltext


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