... computer-aided design data-driven design design optimization generative design The rapid advancements in artificial intelligence (AI) have revolutionized various domains, and the field of mechanical engineering is no exception. The significance of comprehensive and diverse datasets has become...

...Ankush Kapoor; Tapabrata Ray; Nigel Jepson; Susann Beier Flexible and compact shape representation schemes are essential for design optimization problems. Current shape representation schemes for coronary stent designs concern predominantly idealized or independent ring (IR) designs, which...

... Committee of ASME for publication in the J ournal of M echanical D esign . 06 06 2024 24 10 2024 31 10 2024 14 11 2024 design optimization product design National Natural Science Foundation of China 10.13039/501100001809 52105512 Accepted Manuscript...

... design optimization product design sustainable design Accepted Manuscript Not Copyedited Journal of Mechanical Design. Received February 13, 2024; Accepted manuscript posted October 31, 2024. doi:10.1115/1.4067105 Copyright © 2024 by ASME 1 Optimizing Design for Repairability: A Game Theoretic...

... Committee of ASME for publication in the J ournal of M echanical D esign . 28 06 2024 28 10 2024 04 11 2024 07 11 2024 computer-aided design design optimization Structural optimization Guangzhou Science and Technology Program key projects 10.13039/501100004000...

...: jyao@ysu.edu.cn lightweight design additive manufacturing function-based layout design triangular mesh model follow-up flow channels computer-aided design design automation design for manufacturing design optimization simulation-based design Algorithm HCML-GA   1: function Layout...

... mechanisms design automation design for manufacturing design of innovative devices design of machine elements design optimization design validation multidisciplinary design and optimization product design product family design structural optimization topology optimization user-centered design...

... Graphical Abstract Figure porous metamaterial graph neural network variational graph autoencoder design optimization generative design connectivity data-driven design design of engineered materials system machine learning Division of Civil, Mechanical and Manufacturing Innovation...

.... , 2000 , Principles of Optimal Design: Modeling and Computation , Cambridge University Press , Cambridge, UK . [7] Gero , J. S. , 1985 , Design Optimization , Academic Press , Orlando, FL . [8] Gunantara , N. , 2018 , “ A Review of Multi-Objective Optimization: Methods...

... Graphical Abstract Figure data-driven design design optimization machine learning topology optimization Advanced Research Projects Agency - Energy 10.13039/100006133 DE-AR0001216 Directorate for Engineering 10.13039/100000084 1943699 Design optimization...

... 20 06 2024 19 07 2024 Graphical Abstract Figure multidisciplinary design optimization robust design surrogate modeling artificial neural networks turbocompressor design micro-turbomachinery gas-bearings herringbone grooved journal bearings manufacturing deviations...

...; however, some similarities can be recognized. additive manufacturing design optimization systems design and evaluation design evaluation systems engineering Copyright © 2024 by ASME 2024 American Society of Mechanical Engineers 1050-0472/2024/146(12)/121705/14/ $25.00 ...

... actuator optimal design approximated model controllability design optimization robot design References [1] Iida , F. , and Laschi , C. , 2011 , “ Soft Robotics: Challenges and Perspectives ,” Procedia Comput. Sci. , 7 ( 1 ), pp. 99 – 102 . [2] Tang , Z. , Wang , P...

...-driven serial robots motion decoupling noncircular pulley optimization design optimization design theory and methodology manipulator theory multidisciplinary design and optimization robot design Directorate for Engineering 10.13039/100000084 2138903 Serial robots have been...

... 09 04 2024 Graphical Abstract Figure data-driven design design of experiments design optimization design process machine learning simulation-based design Advanced Research Projects Agency - Energy 10.13039/100006133 DE-AR0001427 National Science Foundation...

.../1.4040960 [30] Fang , J. , Sun , G. , and Qiu , N. , 2017 , “ On Design Optimization for Structural Crashworthiness and Its State of the Art ,” Struct. Multidiscipl. Optim. , 55 ( 3 ), pp. 1091 – 1119 . 10.1007/s00158-016-1579-y [31] Andreassen , E. , Clausen...

... 18 03 2024 Graphical Abstract Figure Bayesian optimization optimization-under-uncertainty efficient robust global optimization hypervolume expected improvement crash constraints Bayesian classification design optimization machine learning metamodeling multi-objective...

... 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...

...-consuming. Moreover, when accounting for uncertainties in the manufacturing process, material properties, and loading conditions, the process of reliability-based design optimization (RBDO) for complex engineering systems necessitates the repeated execution of expensive tasks throughout the optimization...

... reliability-based multidisciplinary feasible (MDF) formulation of multidisciplinary dynamic system design optimization (RB-MDF-MDSDO) and a new reliability analysis method using generalized polynomial chaos (gPC) expansion for RBCCD were developed in previous work. Although the gPC expansion method...