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Keywords: artificial intelligence
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Journal Articles
Accepted Manuscript
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-24-1060
Published Online: June 10, 2024
...Xiaoneng Jin; Hua Dong; Mark Evans; Anqi Yao Artificial Intelligence (AI) has the potential to revolutionize product design, and designers need to know how to best leverage its capabilities. Based on the concept–knowledge (C-K) theory, a set of inspirational stimuli (IS) for the design of AI...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2024, 146(5): 051714.
Paper No: MD-23-1544
Published Online: March 28, 2024
...Binyang Song; Chenyang Yuan; Frank Permenter; Nikos Arechiga; Faez Ahmed Generative artificial intelligence (AI) models have made significant progress in automating the creation of 3D shapes, which has the potential to transform car design. In engineering design and optimization, evaluating...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2024, 146(5): 051711.
Paper No: MD-23-1466
Published Online: March 18, 2024
... problem. artificial intelligence design methodology design optimization machine learning metamodeling multi-objective optimization systems design Group behavior is widespread with phenomena like ant colonies, fish swarms, bird flights, and so on. The industry has been inspired...
Journal Articles
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2024, 146(10): 101702.
Paper No: MD-23-1583
Published Online: March 5, 2024
... 05 03 2024 Graphical Abstract Figure multi-fidelity surrogate neural network machine learning mapping model different input spaces artificial intelligence computer-aided engineering metamodeling Output data from engineering systems, whether observed or predicted...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2024, 146(10): 101703.
Paper No: MD-23-1269
Published Online: March 5, 2024
... , A. , Chen , M. , Zhang , L. , and Xu , Q. , 2023 , “ Are Transformers Effective for Time Series Forecasting? ,” Proceedings of the AAAI Conference on Artificial Intelligence , Washington, DC , Feb. 7–14 , Vol. 37 , pp. 11121 – 11128 . [33] Hochreiter , S. , and Schmidhuber , J...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2024, 146(9): 091705.
Paper No: MD-23-1678
Published Online: March 5, 2024
.../ Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 22 09 2023 12 02 2024 13 02 2024 05 03 2024 Graphical Abstract Figure artificial intelligence data-driven design design evaluation machine learning...
Journal Articles
Journal Articles
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2024, 146(3): 032301.
Paper No: MD-23-1261
Published Online: January 29, 2024
... that helps educators monitor the progression of the entire class of students using artificial intelligence (AI) by tracking a time-based evolution of a design statement. This approach uses various natural language processing (NLP) models to produce stock-like charts, which represent students’ and student...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. June 2024, 146(6): 061401.
Paper No: MD-23-1562
Published Online: December 18, 2023
... of underlying needs can be serendipitous and unrepresentative. This paper aims to provide insights from artificial intelligence research to indicate the future direction of AI-driven human-centered design, considering the essential role of empathy. Specifically, we conduct an interdisciplinary investigation...
Topics: Design
Journal Articles
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2024, 146(5): 051701.
Paper No: MD-23-1349
Published Online: November 21, 2023
... graph neural network scalar vector graphics explainable AI feature recognition design automation machine learning signal processing data-driven design design visualization product design artificial intelligence Division of Civil, Mechanical and Manufacturing Innovation 10.13039...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2024, 146(4): 041702.
Paper No: MD-23-1394
Published Online: November 7, 2023
... materials deep generative model curvature functional design representation artificial intelligence generative design machine learning structural optimization Division of Civil, Mechanical and Manufacturing Innovation 10.13039/100000147 2142290 By designing the microstructures...
Topics: Design
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2023, 145(12): 121401.
Paper No: MD-23-1146
Published Online: September 12, 2023
...-perspective knowledge extraction document understanding phrase-level dataset language model text classification sentence-design entity mapping artificial intelligence conceptual design design automation machine learning As the amount of textual material grows daily, there is a great need...
Topics: Design
Includes: Supplementary data
Journal Articles
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2023, 145(8): 081703.
Paper No: MD-22-1746
Published Online: May 30, 2023
... topology optimization convolutional neural network machine learning artificial intelligence computer-aided design conceptual design design optimization simulation-based design Topology optimization (TO) aims to find the optimal material distribution within a design domain for a given...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2023, 145(4): 041411.
Paper No: MD-22-1527
Published Online: February 20, 2023
...Jana I. Saadi; Maria C. Yang Generative design tools empowered by recent advancements in artificial intelligence (AI) offer the opportunity for human designers and design tools to collaborate in new, more advanced modes throughout various stages of the product design process to facilitate...
Journal Articles
Publisher: ASME
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
Publisher: ASME
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...