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Keywords: artificial intelligence
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Journal Articles
Accepted Manuscript
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-24-1438
Published Online: November 1, 2024
...@utdallas.edu alternative energy system design artificial intelligence Data-driven design Journal of Mechanical Design. Received June 25, 2024; Accepted manuscript posted October 07, 2024. doi:10.1115/1.4067056 Copyright © 2024 by ASME Accepted Manuscript Not Copyedited Bi-Level Inter-Turn Short...
Journal Articles
Accepted Manuscript
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-24-1483
Published Online: October 28, 2024
... in the J ournal of M echanical D esign . 08 07 2024 13 10 2024 17 10 2024 28 10 2024 artificial intelligence computational kinematics computer-aided engineering Data-driven design generative design linkages Machine learning mechanism synthesis Journal...
Journal Articles
Accepted Manuscript
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-24-1458
Published Online: October 21, 2024
... Email: lkara@cmu.edu Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 01 07 2024 10 10 2024 14 10 2024 21 10 2024 artificial intelligence computer-aided engineering Data-driven design design...
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
Accepted Manuscript
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-24-1372
Published Online: October 14, 2024
...Yumiao Chen; Huanhuan Ruan The rapid evolution of generative design through artificial intelligence has opened new avenues for innovative product styling. Integrating this efficient generative technology with established professional theories presents a novel challenge in contemporary international...
Journal Articles
Accepted Manuscript
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-24-1258
Published Online: September 25, 2024
...@autodesk.com Email: hajimecheng@gmail.com Email: rodgerljl@msn.com artificial intelligence Computational Geometry design automation design representation generative design Journal of Mechanical Design. Received April 21, 2024; Accepted manuscript posted September 02, 2024. doi:10.1115...
Topics:
Design
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2025, 147(2): 021703.
Paper No: MD-24-1338
Published Online: September 23, 2024
... ournal of M echanical D esign . 20 05 2024 23 08 2024 26 08 2024 23 09 2024 Graphical Abstract Figure CAE model bias correction CycleGAN transfer learning data augmentation artificial intelligence computer-aided engineering design automation...
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2025, 147(2): 021401.
Paper No: MD-23-1610
Published Online: August 28, 2024
.... , De Bie , T. , and Flach , P. , 2020 , “ Face: Feasible and Actionable Counterfactual Explanations ,” AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society , New York , Feb. 7–8 , pp. 344 – 350 . [13] Dandl , S. , Molnar , C. , Binder , M. , and Bischl...
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2025, 147(1): 011702.
Paper No: MD-24-1099
Published Online: July 23, 2024
...Mostaan Lotfalian Saremi; Isabella Ziv; Onur Asan; Alparslan Emrah Bayrak Intelligent systems have been rapidly evolving and play a pivotal role in assisting individuals across diverse domains, from healthcare to transportation. Understanding the dynamics of human–artificial intelligence (AI...
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2024, 146(12): 121402.
Paper No: MD-24-1060
Published Online: July 19, 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
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2024, 146(12): 121706.
Paper No: MD-24-1183
Published Online: July 19, 2024
... constrained multi-objective optimization robustness metrics computational efficiency artificial intelligence data-driven design design automation design for manufacturing design integration design of multiscale systems design optimization machine learning metamodeling Designing...
Journal Articles
Journal:
Journal of Mechanical Design
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
Journal:
Journal of Mechanical Design
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:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2024, 146(8): 081402.
Paper No: MD-23-1354
Published Online: March 5, 2024
...Leah Chong; Kenneth Kotovsky; Jonathan Cagan As artificial intelligence (AI) systems become increasingly capable of performing design tasks, they are expected to be deployed to assist human designers' decision-making in a greater variety of ways. For complex design problems such as those...
Journal Articles
Journal:
Journal of Mechanical Design
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
Journal:
Journal of Mechanical Design
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
Untrained and Unmatched: Fast and Accurate Zero-Training Classification for Tabular Engineering Data
Journal:
Journal of Mechanical Design
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:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2024, 146(5): 051404.
Paper No: MD-23-1510
Published Online: February 5, 2024
... is time and resource intensive, and is often done by manual screening. In this study, we develop an artificial intelligence (AI) agent based on a bidirectional encoder representations from transformers (BERT) model and incorporate it into a human team designing an evidence synthesis product for global...
Journal Articles
Zeda Xu, Chloe Soohwa Hong, Nicolás F. Soria Zurita, Joshua T. Gyory, Gary Stump, Hannah Nolte, Jonathan Cagan, Christopher McComb
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2024, 146(8): 081401.
Paper No: MD-23-1499
Published Online: February 1, 2024
...Zeda Xu; Chloe Soohwa Hong; Nicolás F. Soria Zurita; Joshua T. Gyory; Gary Stump; Hannah Nolte; Jonathan Cagan; Christopher McComb Exploring the opportunities for incorporating Artificial Intelligence (AI) to support team problem-solving has been the focus of intensive ongoing research. However...
Journal Articles
Journal:
Journal of Mechanical Design
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...
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