... Email: kotovsky@andrew.cmu.edu Email: cagan@cmu.edu Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 24 06 2023 22 07 2024 25 07 2024 28 08 2024 Graphical Abstract Figure agent-based...

... Corresponding author. Email: sxg@dlut.edu.cn 24 02 2023 08 07 2023 10 07 2023 25 08 2023 pointwise ensemble of surrogate models model selection cross-validation pointwise weight calculation agent-based design design optimization metamodeling structural optimization...

...: kotovsky@cmu.edu Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 19 11 2022 20 06 2023 22 06 2023 19 07 2023 agent-based design cognitive-based design collaborative design design teams design...

... for publication in the J ournal of M echanical D esign . 13 03 2023 23 05 2023 25 05 2023 26 06 2023 cubic spline function high-dimensional model representation metamodeling net function interpolation sequence sampling agent-based design data-driven design National...

... 2022 09 12 2022 design automation artificial intelligence deep learning generalizability agent-based design data-driven design design representation generative design machine learning Monte Carlo Tree Search Solving design problems is one of the most ubiquitous processes...

... in the J ournal of M echanical D esign . 14 07 2021 23 03 2022 25 03 2022 27 05 2022 agent-based design collaborative design creativity and concept generation design education design process design representation team dynamics The COVID-19 pandemic has...

... Automation Committee of ASME for publication in the J ournal of M echanical D esign . 26 10 2020 16 04 2021 16 04 2021 09 06 2021 agent-based design artificial intelligence data-driven design design automation Design is a complex, multi-step process that involves...

... 2020 15 03 2021 17 03 2021 09 04 2021 sequential sampling probabilistic analytical target cascading metamodeling uncertainty multilevel optimization hierarchical systems agent-based design decomposition-based design optimization multidisciplinary design and optimization...

... been extracted ( DI_stack_wp_at_pickup ). Since only fully extracted workpieces can be detected, the Stack is only partially observable. For this evaluation’s scope, a virtual ultrasonic sensor is assumed to provide data on the actual workpiece position ( AI_stack_wp _pos ). agent-based design...

... by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 12 09 2020 18 01 2021 18 01 2021 29 01 2021 agent based systems robust design Stackelberg game agent-based design McComb et al. [ 1 ] introduced the Cognitively...

... address: Systems Engineering and Operations Research, George Mason University, Fairfax, VA. Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 29 02 2020 15 09 2020 18 09 2020 28 10 2020 agent-based design...

... for publication in the J ournal of M echanical D esign . 30 08 2019 09 07 2020 11 07 2020 02 09 2020 agent-based design decision theory design for humans Technologies created to address needs in low-income regions play a crucial role in community development...

... and Methodology Committee of ASME for publication in the J ournal of M echanical D esign . 09 07 2019 24 04 2020 28 04 2020 19 06 2020 agent-based design sustainable design wind energy Wind is an important resource in the US energy portfolio. Wind energy is responsible...

...@andrew.cmu.edu Email: lkara@cmu.edu Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 20 06 2019 19 09 2019 20 09 2019 01 10 2019 agent-based design artificial intelligence design automation machine...

.... This work presents an approach that represents design strategies as a probabilistic model and successfully transfers learned strategies from human designers to computational design agents. agent-based design design automation generative design 16 03 2019 05 07 2019 06 07 2019...

... . Manuscript received October 12, 2015; final manuscript received May 31, 2016; published online June 16, 2016. Assoc. Editor: Andy Dong. 12 10 2015 31 05 2016 Agent-based design Cognitive-based design Conceptual design Design automation Design of multiscale systems Design...

.../heterogeneous_simulated_annealing_teams_an_optimizing_search_algorithm_inspired_by_engineering_design_teams Agent-based design Cognitive-based design Design optimization Design teams Focused research has uncovered mechanisms of design cognition and revealed insights that can be used to change the methods used by human designers [ 1 ]. A number of studies have also sought to inform...

... interactions, a cohesion, avoidance, alignment, randomness, and momentum parametric model has been examined [ 2 , 5 ]. Agent-based design Design theory Mechanism synthesis Robust design Systems design Systems engineering Design methodology 12 03 2015 20 11 2015 Contributed...