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Keywords: artificial intelligence
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Journal Articles
Accepted Manuscript
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-22-1057
Published Online: July 29, 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 AI input. However, designers often misjudge the AI's and/or their own ability, leading...
Journal Articles
Accepted Manuscript
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-22-1083
Published Online: July 22, 2022
... 1554560 artificial intelligence Machine learning systems design systems engineering 08 02 2022 11 07 2022 15 07 2022 22 07 2022 Copyright © 2022 by ASME 2022 ASME 1050-0472/2022/00(00)/000000/00/ $00.00 ...
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
Accepted Manuscript
Article Type: Technical Briefs
J. Mech. Des.
Paper No: MD-21-1613
Published Online: June 30, 2022
...: zsha@austin.utexas.edu Email: charles@intofuture.org Email: xingang.li@utexas.edu artificial intelligence Data-driven design generative design product design Accepted Manuscript Not Copyedited Journal of Mechanical Design. Received October 04, 2021; Accepted manuscript posted June 18...
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
... Committee of ASME for publication in the J ournal of M echanical D esign . An early conference version of this work was published in ASME 2021 International Design Engineering Technical Conferences. 10 11 2021 16 05 2022 20 05 2022 13 06 2022 artificial intelligence...
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...
Journal Articles
Article Type: Research Papers
J. Mech. Des. February 2022, 144(2): 021712.
Paper No: MD-21-1228
Published Online: December 6, 2021
.... , 2018 , “ Learning Generative Models With Sinkhorn Divergences ,” International Conference on Artificial Intelligence and Statistics, AISTATS 2018 , Playa Blanca, Lanzarote, Canary Islands, Spain , Apr. 9–11 , PMLR, pp. 1608 – 1617 . [52] Sanjabi , M. , Ba , J. , Razaviyayn , M...
Includes: Supplementary data
Journal Articles
Article Type: Research Papers
J. Mech. Des. February 2022, 144(2): 021710.
Paper No: MD-21-1200
Published Online: November 25, 2021
... with Reinforcement Learning ,” AAAI Symposium on the 2nd Workshop on Deep Models and Artificial Intelligence for Defense Applications: Potentials, Theories, Practices, Tools, and Risks , Virtual , Nov. 11–12 . [5] Bunyard , J. , 2021 , “ Virtual Training: Preparing Future Naval Officers for 21st...
Journal Articles
Article Type: Research Papers
J. Mech. Des. February 2022, 144(2): 021709.
Paper No: MD-21-1192
Published Online: November 9, 2021
...Vencia Herzog; Stefan Suwelack Decisions in engineering design are closely tied to the 3D shape of the product. Limited availability of 3D shape data and expensive annotation present key challenges for using artificial intelligence in product design and development. In this work, we explore...
Journal Articles
Article Type: Research Papers
J. Mech. Des. March 2022, 144(3): 031706.
Paper No: MD-21-1250
Published Online: October 29, 2021
... Email: info@bikecad.ca Email: faez@mit.edu Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 25 04 2021 17 09 2021 24 09 2021 29 10 2021 artificial intelligence data-driven design machine learning...
Topics: Bicycles, Design
Journal Articles
Article Type: Research Papers
J. Mech. Des. February 2022, 144(2): 021405.
Paper No: MD-21-1267
Published Online: October 14, 2021
... opportunities in delivering interventions that dynamically adapt to the state of a team in order to reap the most impact. In this work, an artificial intelligence (AI) agent is created to manage the design process of engineering teams in real time, tracking features of teams’ actions and communications during...
Journal Articles
Article Type: Research Papers
J. Mech. Des. February 2022, 144(2): 021404.
Paper No: MD-21-1227
Published Online: October 11, 2021
... design automation deep learning action prediction artificial intelligence machine learning References [1] Yukish , M. A. , Miller , S. W. , and Simpson , T. W. , 2015 , “ A Preliminary Model of Design as a Sequential Decision Process ,” Procedia Comput. Sci. , 44 ( C...
Journal Articles
Article Type: Research Papers
J. Mech. Des. February 2022, 144(2): 021401.
Paper No: MD-21-1028
Published Online: September 21, 2021
..., to human-generated mindmaps. artificial intelligence collaborative design conceptual design creativity and concept generation design process Also, in an online environment and from a virtual collaboration perspective, this study could open up a new solution for online group brainstorming...
Journal Articles
Article Type: Research Papers
J. Mech. Des. February 2022, 144(2): 021702.
Paper No: MD-21-1162
Published Online: September 15, 2021
...@imperial.ac.uk Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 30 03 2021 31 07 2021 13 08 2021 15 09 2021 mass-customization automated knee replacement implant design additive manufacture artificial...