...-of-the-art on each of these problems and identify questions of potential interest to the research community. 01 02 2023 28 04 2023 04 05 2023 18 05 2023 Email: nilanjan.chakraborty@stonybrook.edu Email: anurag.purwar@stonybrook.edu Artificial Intelligence Computational...

... 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...

...: leochenquan@gmail.com Email: canxkoz@gmail.com Email: liuyuex@andrew.cmu.edu Email: aregmi@andrew.cmu.edu Email: soji@andrew.cmu.edu Email: tomotake@andrew.cmu.edu Email: shimada@andrew.cmu.edu Email: lkara@cmu.edu Computational Synthesis Computer Aided Design Data-Driven...

... 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 . 15 04 2022 31 10 2022 04 11 2022 09 01 2023 artificial intelligence computational synthesis computer aided design human...

... 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...

... 20 01 2022 07 02 2022 concept evaluation prospect theory heterogeneous uncertainty information interval IFN computational synthesis process modeling for engineering applications symbolic computing for engineering applications China Postdoctoral Science Foundation...

..., 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...

... of mechanisms for a given input of this type. Division of Civil, Mechanical and Manufacturing Innovation 10.13039/100000147 1563413 artificial intelligence mechanisms and robotics computational synthesis computer-aided design machine learning for engineering applications 05 10...

... . 03 02 2021 17 06 2021 18 06 2021 21 07 2021 computational synthesis truss optimization design synthesis‌ machine learning for engineering applications reinforcement learning Pennsylvania State University 10.13039/100008321 Penn State ROCKET Seed Grant...

... are applied, and the number of segments is set to 20 in this experiment. The segmentation results are also presented in Fig. 7 . Email: jida@uic.edu Email: tszho.kwok@concordia.ca 24 11 2020 23 03 2021 23 03 2021 14 05 2021 big data and analytics computational...

... 2020 14 10 2020 computational synthesis data-driven engineering When completing design tasks, humans can look to their past experiences to plan a strategic course of action for accomplishing their goals, referred to as heuristics [ 1 ]. These heuristics can directly guide...

...: jmmccart@uci.edu 24 09 2019 09 05 2020 09 05 2020 12 06 2020 computational synthesis computer aided design GPU computing for design and manufacturing Freudenstein and Roth [ 1 ] described what they called a parameter-perturbation procedure to compute the solution...

... artificial intelligence computational foundations for engineering optimization computational synthesis Optimization problems have been extensively raised in numerous areas, for instance, additive manufacturing [ 1 ], power systems [ 2 – 4 ], robotics [ 5 – 7 ], and control theory [ 8 , 9 ], which...

... 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...

... on novelty, an operational definition for which is proposed toward the end. Email: madhusudanan@iisc.ac.in Email: ac123@iisc.ac.in 14 09 2018 08 06 2019 11 06 2019 24 07 2019 artificial intelligence computational synthesis computer-aided design data-driven engineering...

... for publication in the J OURNAL OF C OMPUTING AND I NFORMATION S CIENCE IN E NGINEERING . Manuscript received February 16, 2018; final manuscript received July 20, 2018; published online September 5, 2018. Assoc. Editor: Francesco Ferrise. 16 02 2018 20 07 2018 Computational synthesis...