...: elisa.kwon@berkeley.edu Email: kosa@berkeley.edu Contributed by the Design Theory and Methodology Committee of ASME for publication in the J ournal of M echanical D esign . 08 05 2023 19 09 2023 21 09 2023 28 09 2023 Data-driven design design representation design...

... of brands in data-driven design using online reviews. Specifically, this study utilizes game theory and suggests a game setting representing market competition. Elements of the game are determined based on online data analysis. The proposed approach consists of three stages. The first stage divides online...

... computer-aided design data-driven design design for X design optimization generative design machine learning multidisciplinary design and optimization topology optimization References [1] Wang , Z. , and Rosen , D. , 2023 , “ Manufacturing Process Classification Based...

... optimization multi-objective optimization Gaussian process acquisition function data-driven design design optimization machine learning metamodeling simulation-based design The distinct treatment of dominated designs adopted by AFs, such as the EEI function and the proposed approach, generates...

...@hnu.edu.cn Email: yzhao@hnu.edu.cn Email: lei_fei@hnu.edu.cn Email: dingfei@hnu.edu.cn cubic spline function high-dimensional model representation metamodeling net function interpolation sequence sampling agent-based design data-driven design References [1] Wang...

... 2023 data-driven design design optimization machine learning multidisciplinary design and optimization topology optimization Topology optimization provides a mathematical approach to allocating the optimal material distribution for a desired physics-based performance metric...

... computer-aided design conceptual design 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...

...: 11925092@zju.edu.cn Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 09 07 2022 04 12 2022 09 12 2022 10 01 2023 artificial intelligence computer-aided design data-driven design design for manufacturing...

... a novel GAN-based generative design model with an offline design evaluation function to generate samples that are not only realistic but also diverse and desirable. A multimodal data-driven design evaluation (DDE) model is developed to guide the generative process by automatically predicting user...

... generation data-driven design One of the main tasks of a design engineer at early-stage product design and development is to provide an engineering design solution (EDS) to a societal problem using personal knowledge, experience, and background [ 1 , 2 ]. Another main task is identifying...

... 2022 15 10 2022 22 10 2022 14 12 2022 semantic network computer-aided design conceptual design data-driven design machine learning recursive object model Natural Sciences and Engineering Research Council of Canada 10.13039/501100000038 CRDPJ 514052-17 RGPIN-2019...

...Ayush Raina; Jonathan Cagan; Christopher McComb Building an Artificial Intelligence (AI) agent that can design on its own has been a goal since the 1980s. Recently, deep learning has shown the ability to learn from large-scale data, enabling significant advances in data-driven design. However...

... Corresponding author. Email: pingfeng@illinois.edu Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 13 06 2022 08 10 2022 14 10 2022 17 11 2022 data-driven design design optimization design theory...

... to general image-based design representations, t-METASET could boost future advancements in data-driven design. Email: dslee@northwestern.edu Email: yu-chin.chan@siemens.com Email: wei.wayne.chen@northwestern.edu Email: iridescence@sjtu.edu.cn Email: anton.vanbeek@ucd.ie 1...

... 2022 data-driven design design for humans design theory and methodology interactive design kinematics linkages mechanism synthesis mechanism theory Department of Science and Technology of Sichuan Province 10.13039/501100004829 2021ZHYZ0019 2022YFH0073 National Natural...

... across all nominal designs. Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 26 04 2022 29 09 2022 30 09 2022 31 10 2022 artificial intelligence data-driven design design for manufacturing design...

... 09 09 2022 10 09 2022 10 10 2022 text mining customer networks segmentation data-driven design design automation My daughter is an iPhone girl so we got this for her for graduation. It arrived on time and as described. It has worked well so far and my daughter loves...

... learning design by analogy sketching fixation artificial intelligence data-driven design design representation design visualization machine learning In engineering design, mental stimulation is useful to boost innovative solutions for ill-defined design problems. During conceptual design...

... Contributed by the Mechanisms and Robotics Committee of ASME for publication in the J ournal of M echanical D esign . 31 03 2022 19 08 2022 19 08 2022 20 09 2022 data-driven design computational kinematics design for humans mechanism synthesis Department of Science...

... author. Email: zsha@austin.utexas.edu Email: charles@intofuture.org Email: xingang.li@utexas.edu data-driven design generative design product shape design deep learning of design representation References [1] Pratt , M. J. , Anderson , B. D. , and Ranger...