...@andrew.cmu.edu Email: conradt@andrew.cmu.edu Email: cagan@cmu.edu design automation Machine learning mechanism synthesis Journal of Mechanical Design. Received July 04, 2022; Accepted manuscript posted March 08, 2023. doi:10.1115/1.4062147 Copyright © 2023 bJyouArSnMal Eof Mechanical Design...

...@cmu.edu Email: araina@andrew.cmu.edu Email: ebrownel@andrew.cmu.edu Email: cagan@cmu.edu artificial intelligence design teams engineering design human–computer interaction deception trust collaborative design computer-aided design design automation References [1...

... creativity and concept generation data-driven design design automation generative design machine learning Bio-inspired design (BID) is a design methodology in the engineering design field that is based on the observation of biological natural phenomena [ 1 ] and aims to develop novel solutions...

... Corresponding author. Email: m.moghaddam@northeastern.edu generative design generative adversarial networks design evaluation desirability design diversity user-centered design artificial intelligence data-driven design design automation References [1] Liu , Y.-C...

... 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...

..., and applicability of the scalable digital twin are given. Conclusions are provided in Sec. 6 . Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 2 https://www.youtube.com/watch?v=9reN2cRaI6s 26 07 2022 08 10 2022...

..., and automotive industries. computer-aided manufacturing design computer-aided design computer-aided engineering design automation design optimization generative design smart materials and structures structural optimization 14 12 2021 18 05 2022 20 05 2022 17 10 2022...

..., illustrating how it can help companies design target-customer-oriented products. Email: seyoung7@illinois.edu 1 Corresponding author. Email: hmkim@illinois.edu Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 14 04 2022...

... related to holistic SPI2 design, discuss existing knowledge gaps and practical challenges, examine exciting opportunities at the intersection of multiple domains that can enable comprehensive exploration of SPI2 design spaces, and present one viable two-stage SPI2 design automation framework. Holistic...

... discovery, such as the exploration of Mars [ 3 ]. In addition, it plays an important role in relieving human effort in the agricultural field or in reducing injuries on the battlefield [ 4 ]. AGV mobility prediction surrogate model NARX data-driven design design automation machine learning...

... 2022 17 06 2022 21 07 2022 Email: ndehaibi@stanford.edu Email: aiyannah@stanford.edu Email: drattana@stanford.edu Email: erinmacd@stanford.edu artificial intelligence cognitive-based design data-driven design design automation design for humans design...

... ournal of M echanical D esign . 14 03 2022 21 04 2022 24 04 2022 13 06 2022 computer-aided design conceptual design soft robotics design automation generative design shape grammars There is an increasing interest in the design of soft robots since they have...

... reliability path planning simulation Physarum algorithm design automation design of experiments reliability in design simulation-based design 19 08 2021 30 11 2021 01 12 2021 13 06 2022 This work is in part a work of the U.S. Government. ASME disclaims all interest...

... in the operating process. The adjustment of maintenance actions based on monitoring and prognosis information will help improve the value of monitoring systems. Email: xl50@illinois.edu 1 Corresponding author. Email: pingfeng@illinois.edu Contributed by the Design Automation Committee of ASME...

... model. Consequently, path tracking performance can be greatly improved under environmental uncertainty using the bias-learning-based MPC. Email: lichuan.ren@rutgers.edu Email: zhimin.xi@rutgers.edu Contributed by the Design Automation Committee of ASME for publication in the J ournal of M...

... by the Design Theory and Methodology Committee of ASME for publication in the J ournal of M echanical D esign . 07 04 2021 26 03 2022 29 03 2022 29 04 2022 conceptual design data-driven design design automation design for humans design for X design process design...

... design automation as a whole. Design datasets tend to be small, restricted in domain, and sparse in distribution as we discuss in Sec. 7.5 . Furthermore, many methods are developed on proprietary datasets. Finally, the hugely different design representation methods across the field make establishing...

... Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 22 07 2021 03 01 2022 04 01 2022 15 02 2022 tire tread pattern design generative model tire performance evaluation functions automatic design framework...

.... Email: sxg@dlut.edu.cn Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 26 03 2021 11 01 2022 14 01 2022 15 02 2022 digital twin safety monitoring multifidelity surrogate model crane boom design...

... by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 30 06 2021 11 01 2022 14 01 2022 15 02 2022 design automation path planning additive manufacturing functionally graded alloys phase diagram calphad 3D printing...