...-bar mechanism kinematics motion synthesis type synthesis velocity synthesis acceleration synthesis computational synthesis computer-aided design Planar four-bar linkage mechanisms are widely acknowledged as the foundational and most comprehensively studied single-degree-of-freedom (DOF...

... . The core functional process of this architecture is the node “meta-computing synthesis and composition” that serves as model compiler that takes the four specification descriptions of the physics problem, the numerical problem, the software resources, and the hardware resources, and produces the respective...

... author. Email: lkara@cmu.edu Contributed by the Computers and Information Division of ASME for publication in the J ournal of C omputing and I nformation S cience in E ngineering . 06 12 2022 22 03 2023 23 03 2023 15 06 2023 computational synthesis computer...

... challenge is how to approach an optimal solution of Eq. (1) by transforming the original difficult optimization problem with respect to primal and dual variables into an easier optimization problem (unconstrained one). computational foundations for engineering optimization computational...

... 11 2022 09 01 2023 reinforcement learning variable-fidelity models deep neural network surrogates design automation computational synthesis machine learning for engineering applications Defense Advanced Research Projects Agency 10.13039/100000185 FA8750-20-C-0002...

... concept generation, in which prior knowledge is transformed into novel concepts through creative reasoning. Therefore, methods and tools that could augment the knowledge and creative reasoning aspects of the process may enhance design concept generation. artificial intelligence computational...

... heterogeneous uncertainty information interval IFN computational synthesis process modeling for engineering applications symbolic computing for engineering applications China Postdoctoral Science Foundation 10.13039/501100002858 2021M702893 National Natural Science Foundation of China...

..., self-organizing systems can be more robust to external changes and more resilient to system damages or component malfunctions [ 5 – 7 ]. deep Q-learning complex system self-organizing system scalability robustness artificial intelligence computational synthesis machine learning...

... ngineering . 05 10 2020 22 07 2021 23 07 2021 13 10 2021 artificial intelligence mechanisms and robotics computational synthesis computer-aided design machine learning for engineering applications Division of Civil, Mechanical and Manufacturing Innovation 10.13039...

.... There are no conflicts of interest. computational synthesis truss optimization design synthesis‌ machine learning for engineering applications reinforcement learning Pennsylvania State University 10.13039/100008321 Penn State ROCKET Seed Grant Computational design synthesis (CDS...

... become ubiquitous nowadays. big data and analytics computational synthesis computer aided design data-driven engineering engineering informatics machine learning for engineering applications qualification verification and validation of computational models 24 11 2020 23 03...

... Media , Berlin . Emails: lucaspuentes22@gmail.com ; lup93@psu.edu Email: cagan@cmu.edu Emails: mccomb@psu.edu ; uum209@psu.edu 26 02 2020 23 08 2020 28 08 2020 14 10 2020 computational synthesis data-driven engineering When completing design...

... vector with elements J ij and H i , respectively, given by (6) J i j = ∂ s i ∂ x j t + ∂ p i ∂ x j ( 1 − t ) , H i = s i − p i , i , j = 1 , … , n computational synthesis computer aided design GPU...

... artificial intelligence computational foundations for engineering optimization computational synthesis Fig. 3 Example 1 (PSO with over-damped responses): ( a ) positions, ( b ) velocities, ( c ) local best positions, and ( d ) global best positions versus time Example 1 (PSO with over-damped...

... 18 08 2019 05 09 2019 computational synthesis Exploration of designs within a solution space can be a tedious iterative task for human designers. Alternatively, computational systems can be automated to rapidly navigate through and evaluate problem solutions. The trade-off...

... 14 09 2018 08 06 2019 11 06 2019 24 07 2019 artificial intelligence computational synthesis computer-aided design data-driven engineering engineering informatics information management knowledge engineering A creative product is considered both “novel...

...: Francesco Ferrise. 16 02 2018 20 07 2018 Computational synthesis Computer-aided design During conceptual design exploration phase, most designers rely on their intrinsic abilities to generate conceptual designs using techniques like sketching. Once sufficiently developed...