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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-23-1269
Published Online: February 19, 2024
... to tackle a wide range of complex problems. GA have been successfully applied in various fields, including function optimization, machine learning, and artificial intelligence. They have proven to be efficient and effective in solving problems that are challenging for traditional methods. The following...
Journal Articles
Accepted Manuscript
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-23-1678
Published Online: February 19, 2024
..., Form and Behavior Classification, Decision Support Systems, 97, pp. 81 91. [27] Rokach, L., 2010, Ensemble-Based Classifiers, Artificial Intelligence Review, 33(1), pp. 1 39. [28] Heyrani Nobari, A., Chen, W., and Ahmed, F., 2021, PcDGAN: A Continuous Conditional Diverse Generative Adversarial...
Journal Articles
Journal Articles
Accepted Manuscript
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-23-1466
Published Online: February 6, 2024
...: farrokh.mistree@ou.edu Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 08 07 2023 23 01 2024 29 01 2024 06 02 2024 artificial intelligence design methodology design optimization Machine learning metamodeling...
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
Accepted Manuscript
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-23-1354
Published Online: January 24, 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
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
... 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 10.13039/100000147 CMMI...
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
... language model text classification sentence-design entity mapping artificial intelligence conceptual design design automation machine learning Fig. 1 An illustration of the C&I model [ 38 ] An illustration of the C&I model [38] According to the C&I model, the formation...
Topics: Design
Includes: Supplementary data
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2023, 145(9): 091702.
Paper No: MD-22-1598
Published Online: June 23, 2023
... artificial intelligence computer-aided design design for manufacturing generative design 19 09 2022 22 05 2023 22 05 2023 23 06 2023 Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 1 Corresponding author...
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
... at each iteration, which limits the application scope of the method. topology optimization convolutional neural network machine learning artificial intelligence computer-aided design conceptual design design optimization simulation-based design 30 11 2022 09 04 2023 11 04...
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...
Journal Articles
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2023, 145(4): 041407.
Paper No: MD-22-1446
Published Online: January 10, 2023
... artificial intelligence data-driven design design automation The generation of innovative, diverse, and user-centered design concepts is an essential phase in the early stages of the product development process and is known to have a significant impact on the quality and success of the design [ 1...