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Keywords: data-driven design
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Journal Articles
Accepted Manuscript
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-21-1657
Published Online: May 4, 2022
... 05 2022 Email: xl50@illinois.edu Email: pingfeng@illinois.edu Data-driven design design automation design evaluation design methodology reliability in design Journal of Mechanical Design. Received October 27, 2021; Accepted manuscript posted April 22, 2022. doi:10.1115...
Journal Articles
Accepted Manuscript
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-21-1625
Published Online: May 4, 2022
... Email: shimada@cmu.edu artificial intelligence computer-aided design Data-driven design design optimization Accepted Manuscript Not Copyedited Journal of Mechanical Design. Received October 12, 2021; Accepted manuscript posted April 26, 2022. doi:10.1115/1.4054494 Copyright © 2022 by ASME 3D...
Journal Articles
Article Type: Research Papers
J. Mech. Des. August 2022, 144(8): 081401.
Paper No: MD-21-1197
Published Online: April 29, 2022
... , C. M. , 2012 , Handbook of Human Factors and Ergonomics. Chapter 5. Information Processing , John Wiley & Sons, Inc. , Hoboken, NJ , p. 117 . [71] Sailer , K. , Pomeroy , R. , and Haslem , R. , 2015 , “ Data-Driven Design—Using Data on Human Behaviour and Spatial...
Journal Articles
Article Type: Research Papers
J. Mech. Des. August 2022, 144(8): 082001.
Paper No: MD-21-1742
Published Online: April 22, 2022
... , M. , Lee , M. A. , and Ahmed , N. , 2020 , A Software Tool for Data-Driven Design Decision Support for Remanufacturing . [81] Robotis , A. , Boyaci , T. , and Verter , V. , 2012 , “ Investing in Reusability of Products of Uncertain Remanufacturing Cost: The Role...
Journal Articles
Article Type: Research Papers
J. Mech. Des. August 2022, 144(8): 081703.
Paper No: MD-21-1637
Published Online: April 8, 2022
... https://github.com/npepperUQLab 18 10 2021 16 02 2022 17 02 2022 08 04 2022 Email: nicholas.pepper16@imperial.ac.uk 1 Corresponding author. Email: f.montomoli@imperial.ac.uk Email: sanjiv.sharma2021@gmail.com conceptual design data-driven design design...
Journal Articles
Article Type: Review Articles
J. Mech. Des. July 2022, 144(7): 071704.
Paper No: MD-21-1642
Published Online: March 18, 2022
... to train DGMs for data-driven design tasks. We provide a more detailed list online. 1 While the datasets listed are not comprehensive, we aim to note key types of datasets that have been commonly used in engineering design applications. We hope that researchers can create larger well-annotated datasets...
Journal Articles
Article Type: Research Papers
J. Mech. Des. June 2022, 144(6): 061401.
Paper No: MD-21-1392
Published Online: February 15, 2022
... 13 01 2022 19 01 2022 15 02 2022 conceptual design creativity and concept generation data-driven design design theory and methodology Directorate for Engineering 10.13039/100000084 CMMI 1663204 Design-by-Analogy (DbA) is a tool for innovation that has...
Topics: Design, Patents
Journal Articles
Article Type: Research Papers
J. Mech. Des. July 2022, 144(7): 071703.
Paper No: MD-21-1462
Published Online: February 15, 2022
... artificial intelligence computer-aided design conceptual design data-driven design design automation design methodology design optimization generative design machine learning Ministry of Trade, Industry and Energy 10.13039/501100003052 20008429 Over the past few decades, tire...
Journal Articles
Accepted Manuscript
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-21-1483
Published Online: February 10, 2022
... 06 02 2022 10 02 2022 approximation-based optimal design artificial intelligence Data-driven design design theory and methodology expert systems Machine learning simulation-based design Accepted Manuscript Not Copyedited Journal of Mechanical Design. Received July 30, 2021...
Journal Articles
Article Type: Research Papers
J. Mech. Des. April 2022, 144(4): 041402.
Paper No: MD-21-1354
Published Online: December 17, 2021
... 2021 02 11 2021 06 11 2021 17 12 2021 artificial intelligence creativity and concept generation data-driven design design evaluation design representation machine learning natural language processing product design A picture is often said to be worth a thousand...
Journal Articles
Article Type: Research Papers
J. Mech. Des. February 2022, 144(2): 022001.
Paper No: MD-21-1256
Published Online: December 6, 2021
... Computation (ABC), a manifold learning-assisted ABC uncertainty inverse framework is proposed. Based on the framework, the design parameters of two sheet metal forming problems, an air conditioning cover and an engine inner hood, are identified. approximation-based optimal design data-driven design...
Journal Articles
Article Type: Research Papers
J. Mech. Des. February 2022, 144(2): 021712.
Paper No: MD-21-1228
Published Online: December 6, 2021
...-based inverse design paradigm to other inverse design problems or broader inverse problems. artificial intelligence data-driven design design optimization generative design machine learning uncertainty modeling Advanced Research Projects Agency 10.13039/100009224 DE-AR0001216...
Includes: Supplementary data
Journal Articles
Article Type: Research Papers
J. Mech. Des. February 2022, 144(2): 021710.
Paper No: MD-21-1200
Published Online: November 25, 2021
... views or policies of the Department of Defense or the U.S. Government. Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 09 04 2021 15 10 2021 19 10 2021 25 11 2021 artificial intelligence data-driven...
Journal Articles
Article Type: Research Papers
J. Mech. Des. February 2022, 144(2): 021406.
Paper No: MD-21-1111
Published Online: November 9, 2021
... in this paper can be a starting point for more sophisticated applications in knowledge-based CAD systems and Design-for-X consideration in function-based design. 10 03 2021 07 10 2021 08 10 2021 09 11 2021 data-driven design functional reasoning machine learning...
Journal Articles
Article Type: Research Papers
J. Mech. Des. February 2022, 144(2): 021709.
Paper No: MD-21-1192
Published Online: November 9, 2021
... esign . 06 04 2021 01 09 2021 01 09 2021 09 11 2021 artificial intelligence computer-aided design data-driven design design automation machine learning Bundesministerium für Bildung und Forschung 10.13039/501100002347 01IS18088D...
Journal Articles
Article Type: Technical Briefs
J. Mech. Des. February 2022, 144(2): 024501.
Paper No: MD-21-1175
Published Online: November 9, 2021
... 09 11 2021 data-driven design online customer analysis First, each review sentence was scanned to check whether the sentence contains feature words. If it does, the sentence was further analyzed to find the adjectives connected to the feature word. The dependency tree from Sec...
Journal Articles
Article Type: Research Papers
J. Mech. Des. March 2022, 144(3): 031706.
Paper No: MD-21-1250
Published Online: October 29, 2021
...Lyle Regenwetter; Brent Curry; Faez Ahmed In this paper, we present “BIKED,” a dataset composed of 4500 individually designed bicycle models sourced from hundreds of designers. We expect BIKED to enable a variety of data-driven design applications for bicycles and support the development of data...
Topics: Bicycles, Design
Journal Articles
Article Type: Research Papers
J. Mech. Des. March 2022, 144(3): 031404.
Paper No: MD-21-1239
Published Online: October 21, 2021
..., it is the engineered sustainability like the auto-off energy saving feature that has the most benefit to the environment. data-driven design design evaluation design for humans design for the environment design methodology design theory and methodology design validation product design product...
Topics: Sustainability
Journal Articles
Article Type: Research Papers
J. Mech. Des. February 2022, 144(2): 021708.
Paper No: MD-21-1243
Published Online: October 11, 2021
... space. Email: ahnobari@mit.edu Email: chen.wei@siemens.com Email: faez@mit.edu Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 23 04 2021 02 09 2021 08 09 2021 11 10 2021 data-driven design...
Journal Articles
Article Type: Research Papers
J. Mech. Des. February 2022, 144(2): 021705.
Paper No: MD-21-1236
Published Online: September 21, 2021
.... Email: m.cardin@imperial.ac.uk Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 23 04 2021 18 08 2021 20 08 2021 21 09 2021 computer-aided engineering data-driven design design automation design...