...@ust.hk Data-Driven engineering Engineering Informatics Machine Learning for Engineering Applications Journal of Computing and Information Science in Engineering. Received September 09, 2024; Accepted manuscript posted April 17, 2025. doi:10.1115/1.4068472 Copyright © 2025 by ASME; reuse license...

... connected neural network as trunk net. 21 08 2024 08 04 2025 10 04 2025 16 04 2025 Computer Aided Engineering Data-Driven engineering Machine Learning for Engineering Applications Accepted Manuscript Not Copyedited Journal of Computing and Information Science...

... Artificial Intelligence Data-Driven engineering Engineering Informatics Machine Learning for Engineering Applications Accepted Manuscript Not Copyedited Journal of Computing and Information Science in Engineering. Received April 08, 2025; Accepted manuscript posted April 16, 2025. doi:10.1115/1.4068457...

... decision-making process data-driven engineering model-based systems engineering Graphical Abstract Figure Flowchart of the methodology and key components Flowchart of the methodology and key components 23 01 2024 19 08 2024 24 08 2024 04 04 2025 1...

... in US Navy and Royal Australian Air Force (RAAF) F/A-18 fighter jet inner wing lap splice joints [ 3 , 4 ]. These defects have motivated a re-examination of degradation and disbonding in adhesively bonded joints’ traditional practices [ 5 ]. advanced computing infrastructure data-driven...

...: damien.lim@michelin.com Email: robert.radulescu@michelin.com 1 Corresponding author. Email: weichen@northwestern.edu advanced computing infrastructure transformer based forecasting artificial intelligence big data and analytics data-driven engineering engineering informatics machine...

... Artificial Intelligence Data-Driven engineering Machine Learning for Engineering Applications Accepted Manuscript Not Copyedited Journal of Computing and Information Science in Engineering. Received August 10, 2024; Accepted manuscript posted April 1, 2025. doi:10.1115/1.4068323 Copyright © 2025...

... of autonomy previously unattainable. National Natural Science Foundation of China 10.13039/501100001809 62473189 foundation models recurrent models lifelong learning robot learning artificial intelligence computational foundations for engineering optimization data-driven...

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... on a range of topics, from medicine [ 5 , 6 ] to education [ 7 ] to engineering [ 8 , 9 ]. Directorate for Engineering 10.13039/100000084 2023345746 artificial intelligence data-driven engineering machine learning for engineering applications Graphical Abstract Figure...

... context-aware design assistance artificial intelligence data-driven engineering machine learning for engineering applications Material selection plays an important role in the conceptual design phase of engineering projects. The choice of materials directly impacts the overall performance...

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... interface data-driven engineering engineering informatics information management manufacturing planning model-based systems engineering Small- and medium-sized enterprises (SMEs) are the focal point and prime motivators of the world economy's progress [ 1 ]. In light of the global research...

... the breadth and importance of this task. U.S. Department of Energy 10.13039/100000015 MLExchange Project, award number 107514 human intervened autonomous exploration multifidelity Bayesian optimization structured Gaussian process Ising model artificial intelligence data-driven...

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...: zzanjani@uci.edu 1 Corresponding author. Email: raminb@uci.edu 08 06 2023 28 09 2023 29 09 2023 06 08 2024 anomaly detection manifold learning novelty detection Gaussian process uncertainty quantification autoencoder artificial intelligence data-driven...

... Abstract Figure data-driven engineering machine learning for engineering applications stress representations tensor basis neural networks Air Force Office of Scientific Research 10.13039/100000181 FA9550-22-1-0075 National Nuclear Security Administration 10.13039/100006168...