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Keywords: data-driven design
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Journal Articles
Accepted Manuscript
Article Type: Research Papers
Publisher: ASME
J. Mech. Des.
Paper No: MD-23-1276
Published Online: September 28, 2023
...: 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...
Topics: Design, Semantics
Journal Articles
Accepted Manuscript
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-23-1262
Published Online: August 30, 2023
... 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...
Journal Articles
Article Type: Research Papers
J. Mech. Des. November 2023, 145(11): 111702.
Paper No: MD-23-1077
Published Online: August 16, 2023
... 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...
Journal Articles
Article Type: Research Papers
J. Mech. Des. October 2023, 145(10): 101705.
Paper No: MD-22-1758
Published Online: July 19, 2023
... 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...
Journal Articles
Article Type: Research Papers
J. Mech. Des. September 2023, 145(9): 091706.
Paper No: MD-23-1128
Published Online: June 26, 2023
...@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...
Journal Articles
Article Type: Research Papers
J. Mech. Des. June 2023, 145(6): 061704.
Paper No: MD-22-1589
Published Online: March 16, 2023
... 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...
Journal Articles
Article Type: Research Papers
J. Mech. Des. April 2023, 145(4): 041409.
Paper No: MD-22-1386
Published Online: January 17, 2023
... 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...
Journal Articles
Journal Articles
Journal Articles
Article Type: Research Papers
J. Mech. Des. April 2023, 145(4): 041406.
Paper No: MD-22-1382
Published Online: January 9, 2023
... 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...
Journal Articles
Article Type: Research Papers
J. Mech. Des. April 2023, 145(4): 041405.
Paper No: MD-22-1501
Published Online: December 14, 2022
... 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...
Journal Articles
Article Type: Research Papers
J. Mech. Des. March 2023, 145(3): 031402.
Paper No: MD-22-1326
Published Online: December 9, 2022
...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...
Journal Articles
Article Type: Research Papers
J. Mech. Des. March 2023, 145(3): 031705.
Paper No: MD-22-1352
Published Online: November 17, 2022
... 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...
Journal Articles
Article Type: Research Papers
J. Mech. Des. March 2023, 145(3): 031704.
Paper No: MD-22-1359
Published Online: November 3, 2022
... 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...
Journal Articles
Article Type: Research Papers
J. Mech. Des. February 2023, 145(2): 023302.
Paper No: MD-22-1473
Published Online: November 1, 2022
... 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...
Journal Articles
Article Type: Research Papers
J. Mech. Des. January 2023, 145(1): 011703.
Paper No: MD-22-1256
Published Online: October 31, 2022
... 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...
Journal Articles
Article Type: Research Papers
J. Mech. Des. December 2022, 144(12): 121703.
Paper No: MD-22-1222
Published Online: October 10, 2022
... 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...
Journal Articles
Article Type: Research Papers
J. Mech. Des. December 2022, 144(12): 121402.
Paper No: MD-22-1120
Published Online: October 6, 2022
... 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...
Topics: Design, Shapes
Journal Articles
Article Type: Research Papers
J. Mech. Des. December 2022, 144(12): 123302.
Paper No: MD-22-1192
Published Online: September 20, 2022
... 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...
Journal Articles
Article Type: Technical Briefs
J. Mech. Des. November 2022, 144(11): 114501.
Paper No: MD-21-1613
Published Online: August 8, 2022
... 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...
Includes: Supplementary data