... 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...

... Email: 2674007382@qq.com Email: fxwang@ysu.edu.cn Email: 15511576672@163.com Email: zhengyj2014@ysu.edu.cn Email: dcflgxs@163.com Email: 1029630001@qq.com computer-aided design design automation design for manufacturing design optimization simulation-based design Journal...

... Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 11 01 2024 22 08 2024 26 08 2024 13 09 2024 computer-aided design design optimization medical and bio design of mechanisms and robotics sensitivity analysis...

.... , 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...

... 24 10 2022 26 01 2024 29 01 2024 05 03 2024 Graphical Abstract Figure design for humans design optimization Directorate for Engineering 10.13039/100000084 CMMI-1761505 Many engineered products, from mechanized farming equipment [ 1...

... for publication in the J ournal of M echanical D esign . 21 07 2023 15 01 2024 18 01 2024 05 03 2024 Graphical Abstract Figure mobile robot mechanism optimization parallel mechanism kinematics analysis singularity avoidance design optimization design process...

...-port components with arbitrarily shaped component geometries, interconnects, and 3D spatial topologies. These features in addition to more comprehensive physics-based optimization approaches will be useful in designing a realistic 3D component packing and routing design optimization framework...

.... , Sankaranarayanan , V. , Zhou , F. , Maksimovic , D. , and Erickson , R. W. , 2021 , “ Thermal Design, Optimization, and Packaging of Planar Magnetic Components ,” IEEE Trans. Compon. Packag. Manuf. Technol. , 11 ( 9 ), pp. 1480 – 1488 . 10.1109/TCPMT.2021.3105003 [30] AcuSolve Training...

... flow design for manufacturing design optimization multidisciplinary design and optimization Air Force Office of Scientific Research 10.13039/100000181 FA9550-22-1-0420 Fluid drag, a force that acts against the movement of an object surrounded by fluid, is an inevitable...