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Keywords: artificial intelligence
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Journal Articles
Article Type: Research Papers
J. Mech. Des. May 2023, 145(5): 051404.
Paper No: MD-22-1517
Published Online: January 17, 2023
...Guanglu Zhang; Ayush Raina; Ethan Brownell; Jonathan Cagan Advances in artificial intelligence (AI) offer new opportunities for human–AI cooperation in engineering design. Human trust in AI is a crucial factor in ensuring an effective human–AI cooperation, and several approaches to enhance human...
Journal Articles
Article Type: Research Papers
J. Mech. Des. April 2023, 145(4): 041409.
Paper No: MD-22-1386
Published Online: January 17, 2023
...-by-analogy called bio-inspired design (BID). Although BID as a design method has been proven beneficial, the gap between biology and engineering continuously hinders designers from effectively applying the method. Therefore, we explore the recent advance of artificial intelligence (AI) for a data-driven...
Journal Articles
Article Type: Research Papers
J. Mech. Des. April 2023, 145(4): 041407.
Paper No: MD-22-1446
Published Online: January 10, 2023
... Grammars ,” Environ. Plann. B: Plann. Des. , 7 ( 3 ), pp. 343 – 351 . 10.1068/b070343 [56] Holland , J. H. , 1992 , Adaptation in Natural and Artificial Systems: An Introductory Analysis With Applications to Biology, Control, and Artificial Intelligence , MIT Press , Cambridge, MA...
Journal Articles
Article Type: Research Papers
J. Mech. Des. May 2023, 145(5): 051701.
Paper No: MD-22-1438
Published Online: January 10, 2023
... ,” Proceedings of the 6th National Conference on Artificial Intelligence , Seattle, WA , May 4–6 . [8] McDermott , J. , 1982 , “ R1: A Rule-Based Configurer of Computer Systems ,” Artif. Intell. , 19 ( 1 ), pp. 39 – 88 . 10.1016/0004-3702(82)90021-2 [9] Felfernig , A. , Hotz , L...
Journal Articles
Article Type: Research Papers
J. Mech. Des. April 2023, 145(4): 041406.
Paper No: MD-22-1382
Published Online: January 9, 2023
... be computationally mimicked using artificial intelligence (AI) [ 55 ]. A possible approach is to create a data (word) sequencing model using a MM, bidirectional encoder representations from transformers (BERTs), or long short-term memory (LSTM). An MM is any model that exhibits the Markov chain (MC) property. BERT...
Journal Articles
Article Type: Research Papers
J. Mech. Des. March 2023, 145(3): 031402.
Paper No: MD-22-1326
Published Online: December 9, 2022
...Ayush Raina; Jonathan Cagan; Christopher McComb Building an Artificial Intelligence (AI) agent that can design on its own has been a goal since the 1980s. Recently, deep learning has shown the ability to learn from large-scale data, enabling significant advances in data-driven design. However...
Journal Articles
Article Type: Research Papers
J. Mech. Des. April 2023, 145(4): 041402.
Paper No: MD-22-1296
Published Online: December 9, 2022
... 16 09 2022 09 12 2022 user-centered design text summarization natural language processing multi-instance inference language model text-to-text transfer transformer (T5) artificial intelligence machine learning product development Directorate for Engineering 10.13039...
Journal Articles
Article Type: Research Papers
J. Mech. Des. March 2023, 145(3): 031401.
Paper No: MD-22-1057
Published Online: October 31, 2022
...Leah Chong; Ayush Raina; Kosa Goucher-Lambert; Kenneth Kotovsky; Jonathan Cagan Decision-making assistance by artificial intelligence (AI) during design is only effective when human designers properly utilize the AI input. However, designers often misjudge the AI’s and/or their own ability, leading...
Journal Articles
Article Type: Research Papers
J. Mech. Des. January 2023, 145(1): 011703.
Paper No: MD-22-1256
Published Online: October 31, 2022
... not possess high performance or desired properties after fabrication. National Science Foundation 10.13039/100000001 OAC 1835782 Northwestern University 10.13039/100007059 McCormick catalyst grant artificial intelligence data-driven design design for manufacturing design...
Journal Articles
Article Type: Research Papers
J. Mech. Des. December 2022, 144(12): 121402.
Paper No: MD-22-1120
Published Online: October 6, 2022
... Terms of the Functional Basis ,” ASME J. Mech. Des. , 133 ( 2 ), p. 021007 . 10.1115/1.4003249 [29] Shu , L. , 2010 , “ A Natural-Language Approach to Biomimetic Design ,” AI EDAM: Artificial Intelligence for Engineering Design, Analysis, and Manufacturing , 24 , pp. 507 – 519...
Topics: Design, Shapes
Journal Articles
Article Type: Research Papers
J. Mech. Des. September 2022, 144(9): 091711.
Paper No: MD-22-1083
Published Online: August 8, 2022
... Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 08 02 2022 11 07 2022 15 07 2022 08 08 2022 artificial intelligence machine learning systems design systems engineering reinforcement learning interpretable AI...
Journal Articles
Article Type: Research Papers
J. Mech. Des. November 2022, 144(11): 111401.
Paper No: MD-21-1499
Published Online: July 21, 2022
... 2022 17 06 2022 21 07 2022 Email: ndehaibi@stanford.edu Email: aiyannah@stanford.edu Email: drattana@stanford.edu Email: erinmacd@stanford.edu artificial intelligence cognitive-based design data-driven design design automation design for humans design...
Journal Articles
Article Type: Technical Briefs
J. Mech. Des. October 2022, 144(10): 104501.
Paper No: MD-21-1606
Published Online: June 30, 2022
...Joshua T. Gyory; Kenneth Kotovsky; Christopher McComb; Jonathan Cagan This brief extends prior research by the authors on studying the impacts of interventions provided by either a human or an artificial intelligence (AI) process manager on team behaviors. Our earlier research found that a created...
Journal Articles
Article Type: Research Papers
J. Mech. Des. September 2022, 144(9): 091707.
Paper No: MD-21-1483
Published Online: June 16, 2022
...Yu Ao; Yunbo Li; Jiaye Gong; Shaofan Li In this work, we have developed a data-driven artificial intelligence (AI) solution to assist the ship hull design process. Specifically, we have developed and implemented an AI-based multiple-input neural network model to realize the real-time prediction...
Journal Articles
Article Type: Research Papers
J. Mech. Des. October 2022, 144(10): 101701.
Paper No: MD-21-1625
Published Online: June 13, 2022
... 2022 deep learning ship hull design design synthesis design optimization computational fluid dynamics artificial intelligence computer-aided design data-driven design Maritime transport plays an essential role in international trade and the global economy. It is reported...
Journal Articles
Article Type: Research Papers
J. Mech. Des. September 2022, 144(9): 091706.
Paper No: MD-21-1676
Published Online: June 13, 2022
... Variational Gaussian Process Classification ,” Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics , San Diego, CA , May 9–12 , pp. 351 – 360 . [33] Williams , R. J. , and Zipser , D. , 1989 , “ A Learning Algorithm for Continually Running Fully...
Journal Articles
Article Type: Review Articles
J. Mech. Des. July 2022, 144(7): 071704.
Paper No: MD-21-1642
Published Online: March 18, 2022
... Design Engineering Technical Conferences , Computer-Aided Design Journal , International Conference on Engineering Design, and Artificial Intelligence for Engineering Design, Analysis, and Manufacturing Journal . This helped us identify an initial set of seed papers. From all search results identified...
Journal Articles
Article Type: Research Papers
J. Mech. Des. April 2022, 144(4): 041705.
Paper No: MD-21-1373
Published Online: February 22, 2022
..., respectively. Solutions to equations of motions Eq. (3) , as a result, are eigenvalue problem that gives natural frequencies and modes (3) ∇ δ S + ρ 0 ω 2 δ k = 0 Deep learning, as a subject of artificial intelligence (AI), has been successfully applied to a variety of research...
Journal Articles
Article Type: Research Papers
J. Mech. Des. July 2022, 144(7): 071703.
Paper No: MD-21-1462
Published Online: February 15, 2022
... artificial intelligence computer-aided design conceptual design data-driven design design automation design methodology design optimization generative design machine learning Ministry of Trade, Industry and Energy 10.13039/501100003052 20008429 Over the past few decades, tire...
Journal Articles
Article Type: Research Papers
J. Mech. Des. April 2022, 144(4): 041402.
Paper No: MD-21-1354
Published Online: December 17, 2021
... ournal of M echanical D esign . 06 06 2021 02 11 2021 06 11 2021 17 12 2021 artificial intelligence creativity and concept generation data-driven design design evaluation design representation machine learning natural language processing product design...