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Journal Articles

A Perspective on Democratizing Mechanical Testing: Harnessing Artificial Intelligence to Advance Sustainable Material Adoption and Decentralized Manufacturing

Christos E. Athanasiou, Xing Liu, Huajian Gao
Journal: Journal of Applied Mechanics
Publisher: ASME
Article Type: Review Articles
J. Appl. Mech. November 2024, 91(11): 110801.
Paper No: JAM-24-1219
https://doi.org/10.1115/1.4066085
Published Online: August 21, 2024
... by individuals or small, community-based facilities. Despite promising efforts over the past decade to develop more affordable and versatile testing hardware, significant limitations remain in their reliability, adaptability, and ease–of-use. Recent advances in artificial intelligence (AI) present an opportunity...
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Topics: Artificial intelligence, Manufacturing, Mechanical testing, Sustainability, Feedstock
Journal Articles

Perspective: Large Language Models in Applied Mechanics

Neal R. Brodnik, Samuel Carton, Caelin Muir, Satanu Ghosh, Doug Downey, McLean P. Echlin, Tresa M. Pollock, Samantha Daly
Journal: Journal of Applied Mechanics
Publisher: ASME
Article Type: Research Papers
J. Appl. Mech. October 2023, 90(10): 101008.
Paper No: JAM-23-1201
https://doi.org/10.1115/1.4062773
Published Online: July 17, 2023
.... , Yuan , J. , and Xu , J. , 2022 , “ An Artificial Intelligence Technology Based Algorithm for Solving Mechanics Problems ,” IEEE Access , 10 , pp. 92971 – 92985 . 10.1109/ACCESS.2022.3203735 [54] Dai , J. , Lu , L. , Leanza , S. , Hutchinson , J. , and Zhao , R. R...
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Topics: Engineering mechanics, Errors, Natural language processing, Databases, Engines, Machine learning, Computer programming