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Keywords: data-driven design
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Journal Articles
Accepted Manuscript
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des.
Paper No: MD-24-1482
Published Online: February 7, 2025
... publications of open-access datasets. 1 INTRODUCTION The quality of empirical design research is largely influenced by the quality of the data which it analyzes. Therefore, data-driven design research must strive to employ methods that not only ensure the data is representative of the phenomena being studied...
Journal Articles
Accepted Manuscript
Faez Ahmed, Cyril Picard, Wei Chen, Christopher Mccomb, Pingfeng Wang, Ikjin Lee, Tino Stankovic, Douglas Allaire, Stefan Menzel
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Guest Editorial
J. Mech. Des.
Paper No: MD-25-1085
Published Online: February 7, 2025
... Monitoring for Wind Tur- Nov., p. 86 92. bine Generators With Benchmark Dataset Develop- ment . Journal of Mechanical Design, 147(4), 04, p. 041704. 8 Copyright © by ASME Data-driven design design automation design representation design theory and methodology Machine learning metamodeling 26...
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2025, 147(4): 041707.
Paper No: MD-24-1460
Published Online: January 29, 2025
... domain-specific dataset artificial intelligence conceptual design creativity and concept generation data-driven design design methodology design process design representation design theory and methodology In the rapidly evolving realm of engineering design, integrating domain expertise...
Journal Articles
Accepted Manuscript
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-24-1503
Published Online: January 28, 2025
...@syd.mech.eng.osaka-u.ac.jp artificial intelligence computer-aided engineering Data-driven design design optimization multiobjective optimization Topology optimization Journal of Mechanical Design. Received July 16, 2024; Accepted manuscript posted January 28, 2025. doi:10.1115/1.4067750 Copyright © 2025...
Journal Articles
Accepted Manuscript
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-24-1532
Published Online: January 28, 2025
... of ASME for publication in the J ournal of M echanical D esign . 01 08 2024 12 01 2025 16 01 2025 28 01 2025 Email: lyman@ie.nthu.edu.tw Email: s111034565@m111.nthu.edu.tw Email: hanklee0104@gapp.nthu.edu.tw artificial intelligence Data-driven design Machine...
Journal Articles
Accepted Manuscript
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-24-1452
Published Online: January 27, 2025
... designs. Afterwards, performance measures are employed to induce the generation of a population with more appealing characteristics. To demonstrate the practicality of the dataset on data-driven design, it was applied to train the generative model for the 57-bus system. The results have shown...
Journal Articles
Accepted Manuscript
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des.
Paper No: MD-24-1459
Published Online: January 23, 2025
... ournal of M echanical D esign . 01 07 2024 09 01 2025 14 01 2025 23 01 2025 Data-driven design design representation design visualization Machine learning Defense Advanced Research Projects Agency 10.13039/100000185 N66001-17-1-4064 Journal...
Journal Articles
Accepted Manuscript
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-24-1560
Published Online: January 23, 2025
... ournal of M echanical D esign . 10 08 2024 02 01 2025 14 01 2025 23 01 2025 artificial intelligence computer-aided design Data-driven design generative design National Science Foundation 10.13039/100000001 2207408 Journal of Mechanical Design. Received...
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. July 2025, 147(7): 071401.
Paper No: MD-24-1216
Published Online: January 15, 2025
... design rationale conceptual design text mining knowledge internalization technical literature artificial intelligence collaborative design data-driven design design representation metamodeling National Natural Science Foundation of China 10.13039/501100001809 52205244...
Topics:
Design
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. April 2025, 147(4): 044502.
Paper No: MD-24-1475
Published Online: January 15, 2025
... Corresponding author. Email: ccm@cmu.edu Contributed by Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 07 07 2024 06 12 2024 09 12 2024 15 01 2025 data-driven design machine learning The process of material selection...
Topics:
Design
Journal Articles
Accepted Manuscript
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-24-1386
Published Online: January 10, 2025
... Data-driven design Machine learning National Science Foundation 10.13039/100000001 Engineering Design and Systems Engineering (EDSE) grant #2050052 Journal of Mechanical Design. Received June 03, 2024; Accepted manuscript posted January 10, 2025. doi:10.1115/1.4067619 Copyright © 2025...
Topics:
Design
Journal Articles
Accepted Manuscript
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-24-1448
Published Online: December 19, 2024
... ournal of M echanical D esign . 29 06 2024 08 12 2024 12 12 2024 19 12 2024 Email: suresh@engr.wisc.edu Email: ssridhara@wisc.edu Data-driven design design representation Machine learning Journal of Mechanical Design. Received June 29, 2024; Accepted...
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2025, 147(4): 041706.
Paper No: MD-24-1461
Published Online: December 13, 2024
... in the Journal of Mechanical Design. 02 07 2024 27 10 2024 07 11 2024 13 12 2024 Graphical Abstract Figure customer segmentation online review social network graph embedding sentiment analysis data-driven design design for market systems National Natural...
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2025, 147(4): 041401.
Paper No: MD-24-1451
Published Online: December 10, 2024
...-Accuracy 30 06 2024 22 09 2024 26 09 2024 10 12 2024 Email: oluwatoba.fabunmi@student.unimelb.edu.au Email: saman@unimelb.edu.au Email: daniel.beck@rmit.edu.au 1 Corresponding author. Email: katja.holttaotto@unimelb.edu.au data-driven design user-centered...
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2025, 147(4): 041704.
Paper No: MD-24-1438
Published Online: December 9, 2024
...@utdallas.edu condition monitoring operation and maintenance wind turbine generator interturn short-circuit fault fault diagnosis artificial intelligence data-driven design References [1] Wiser , R. , Bolinger , M. , Hoen , B. , Millstein , D. , Rand , J...
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2025, 147(4): 041703.
Paper No: MD-24-1402
Published Online: November 27, 2024
... computer-aided design data-driven design design optimization generative design The rapid advancements in artificial intelligence (AI) have revolutionized various domains, and the field of mechanical engineering is no exception. The significance of comprehensive and diverse datasets has become...
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2025, 147(4): 041701.
Paper No: MD-24-1458
Published Online: November 18, 2024
... artificial intelligence computer-aided engineering data-driven design design for manufacturing design process machine learning simulation-based design References [1] Rankin , J. J. , and Ott , D. A. , 1992 , “ The Open Approach to FEA Integration in the Design Process...
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2025, 147(4): 041702.
Paper No: MD-24-1483
Published Online: November 18, 2024
... The training phase and inference phase steps are bounded by green dash-dot lines and red dashed lines, respectively planar 4- 6- and 8-bar linkage path synthesis variational autoencoder neural networks machine learning deep learning dataset generation data-driven design deep generative models...
Journal Articles
Anirban Samaddar, Sandipp Krishnan Ravi, Nesar Ramachandra, Lele Luan, Sandeep Madireddy, Anindya Bhaduri, Piyush Pandita, Changjie Sun, Liping Wang
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2025, 147(3): 031701.
Paper No: MD-24-1156
Published Online: October 18, 2024
... Abstract Figure surrogate modeling image-based surrogates deep neural networks dimensionality reduction artificial intelligence data-driven design machine learning robust design uncertainty modeling Office of Energy Efficiency and Renewable Energy 10.13039/100006134 DE...
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2025, 147(3): 031703.
Paper No: MD-24-1312
Published Online: October 18, 2024
...: jwang22@scu.edu Email: kwang4@scu.edu Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 10 05 2024 03 09 2024 05 09 2024 18 10 2024 Graphical Abstract Figure data-driven design design...
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