... black-box dynamic optimization right-hand side function surrogate model dynamic hybrid sampling hypercube shrinking approximation-based optimal design metamodeling References [1] Zhang , Y. , Li , S. , and Liao , L. , 2019 , “ Near-Optimal Control of Nonlinear...

... approximation-based optimal design design optimization machine learning metamodeling multi-objective optimization References [1] Wilson , B. , Cappelleri , D. , Simpson , T. W. , and Frecker , M. , 2001 , “ Efficient Pareto Frontier Exploration Using Surrogate...

... ournal of M echanical D esign . 12 09 2022 20 02 2023 20 02 2023 16 03 2023 hybrid six-bar mechanism non-circular gear pitch curve non-circularity smoothness rigid body guidance optimization synthesis. approximation-based optimal design linkages mechanism...

... Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 02 04 2022 30 01 2023 02 02 2023 15 03 2023 approximation-based optimal design design of experiments metamodeling space-filling design Division...

... for publication in the J ournal of M echanical D esign . 30 07 2021 31 01 2022 06 02 2022 16 06 2022 approximation-based optimal design artificial intelligence data-driven design design theory and methodology expert systems machine learning simulation-based design...

..., the feasible space to route the wires becomes more limited, and the wire harnesses become more complex to be designed. Hence, finding optimal routes for such connectors in a densely populated environment becomes more challenging than ever. approximation-based optimal design computational geometry...

...: T20100767@csuft.edu.cn approximation-based optimal design data-driven design machine learning surrogate model National Natural Science Foundation of China 10.13039/501100001809 51621004 Uncertainties [ 1 ] of engineering problems usually arise from the constitutive model...

... 08 2021 29 08 2021 21 09 2021 graph neural network geometric deep learning transfer learning surrogate model metamodel structural design approximation-based optimal design conceptual design design methodology design of experiments design representation expert systems...

... categorical factor multi-response latent variable topology optimization approximation-based optimal design artificial intelligence data-driven design design of engineered materials system National Science Foundation 10.13039/100000001 OAC 1835782 Spurred by the growth...

... ( obstacles ) area ( Conv hull ) × 100 Email: nmasoud@clemson.edu 08 11 2020 28 06 2021 30 06 2021 20 07 2021 approximation-based optimal design computational geometry design automation design for assembly design optimization multiobjective...

... for publication in the J ournal of M echanical D esign . 30 11 2020 29 03 2021 30 03 2021 28 05 2021 approximation-based optimal design design optimization metamodeling multidisciplinary design and optimization multi-objective optimization structural optimization...

... [ 3 ], where the aforementioned “models” connect component models from multiple domains of processing, microstructure, and properties, also known as p-s-p, the modeling chain. approximation-based optimal design multidisciplinary design and optimization simulation-based design uncertainty...

... 2021 05 02 2021 cyber–physical–social systems probabilistic graph model trust ability benevolence Bayesian optimization approximation-based optimal design design for X systems design Cyber – physical systems (CPS) are physical devices that have highly integrated functions...

... by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 05 01 2020 07 06 2020 13 06 2020 18 08 2020 approximation-based optimal design design methodology design optimization energy systems design hierarchical modeling...

...@asmejmd.org Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 15 06 2019 07 11 2019 07 11 2019 05 12 2019 adaptive sampling metamodeling dynamic programming approximation-based optimal design decision...