... representations, foster deeper insights and facilitate broader exploration compared to focusing on a single representation. However, designers often struggle with the cumbersome process of creating, transforming, and refining these representations. Advanced artificial intelligence (AI) capabilities now...

... 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...

...@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...

... 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...

... . 29 06 2024 14 01 2025 16 01 2025 27 01 2025 artificial intelligence design for humans design for manufacturing design process user-centered design Accepted Manuscript Not Copyedited Journal of Mechanical Design. Received June 29, 2024; Accepted manuscript posted January...

... 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...

...@andrew.cmu.edu Email: conradt@andrew.cmu.edu Contributed by the Design for Manufacturing Committee of ASME for publication in the J ournal of M echanical D esign . 15 09 2024 03 01 2025 14 01 2025 23 01 2025 artificial intelligence computer-aided engineering design...

... 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...

... and FPNs of users with performance comparable to that of human designers, suggesting a promising avenue for enhancing the scalability of empathic design approaches through the integration of advanced artificial intelligence technologies. This work has the potential to significantly augment the toolkit...

... by the Design Theory and Methodology Committee of ASME for publication in the J ournal of M echanical D esign . 03 06 2024 04 01 2025 06 01 2025 10 01 2025 agent-based design artificial intelligence bio-inspired design conceptual design creativity and concept generation...

...@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...

...Seongjun Hong; Yongmin Kwon; Dongju Shin; Jangseop Park; Namwoo Kang Recent advances in artificial intelligence (AI) have impacted various fields, including mechanical engineering. However, the development of diverse, high-quality datasets for structural analysis remains a challenge. Traditional...

... Committee of ASME for publication in the J ournal of M echanical D esign . 21 04 2024 02 09 2024 09 09 2024 18 11 2024 Graphical Abstract Figure artificial intelligence computational geometry design automation design representation generative design...

... artificial intelligence computational kinematics computer-aided engineering data-driven design generative design linkages mechanism synthesis Path-generating linkage mechanisms are fundamental in mechanical design due to their ability to translate rotational or linear input into specific...

... 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...

... 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...

... 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...

.... , 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...

...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...

...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...