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Keywords: data-driven design
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Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2024, 146(10): 101708.
Paper No: MD-23-1722
Published Online: April 9, 2024
.... Army Research Laboratory 10.13039/100006754 W911NF-22-2-0106 data-driven design design of experiments design optimization design process machine learning simulation-based design Graphical Abstract Figure 16 10 2023 08 03 2024 09 03 2024 09 04 2024...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2024, 146(5): 051713.
Paper No: MD-23-1482
Published Online: March 28, 2024
... minimization data-driven design machine learning multiobjective optimization References [1] Bendsøe , M. P. , and Kikuchi , N. , 1988 , “ Generating Optimal Topologies in Structural Design Using a Homogenization Method ,” Comput. Methods Appl. Mech. Eng. , 71 ( 2 ), pp. 197...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2024, 146(5): 051714.
Paper No: MD-23-1544
Published Online: March 28, 2024
... of ASME for publication in the J ournal of M echanical D esign . 06 08 2023 16 02 2024 22 02 2024 28 03 2024 Graphical Abstract Figure artificial intelligence computer-aided design data-driven design design evaluation design representation Moreover...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2024, 146(10): 101705.
Paper No: MD-23-1728
Published Online: March 18, 2024
... of M echanical D esign . 17 10 2023 12 02 2024 13 02 2024 18 03 2024 Graphical Abstract Figure Gaussian processes multi-fidelity modeling microstructure reconstruction inverse problems thermal management data-driven design design automation design...
Topics: Design, Modeling
Journal Articles
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2024, 146(8): 081704.
Paper No: MD-23-1618
Published Online: March 5, 2024
... to other surrogate models, making it a compelling choice in scenarios where uncertainty quantification is essential for accurate and robust predictions. multi-task learning partially observed information reliability-based design optimization uncertainty quantification data-driven design design...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2024, 146(9): 091703.
Paper No: MD-23-1749
Published Online: March 5, 2024
... Automation Committee of ASME for publication in the J ournal of M echanical D esign . 28 10 2023 23 01 2024 25 01 2024 05 03 2024 Graphical Abstract Figure data-driven design global sensitivity analysis interpretable machine learning artificial neural networks...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2024, 146(10): 101703.
Paper No: MD-23-1269
Published Online: March 5, 2024
... echanical D esign . 06 05 2023 08 02 2024 13 02 2024 05 03 2024 Graphical Abstract Figure artificial intelligence data-driven design machine learning References [1] Lea , C. , Vidal , R. , Reiter , A. , and Hager , G. D. , 2016...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2024, 146(9): 091705.
Paper No: MD-23-1678
Published Online: March 5, 2024
... 05 03 2024 Graphical Abstract Figure artificial intelligence data-driven design design evaluation machine learning These design problems all revolve around identifying designs that not only satisfy certain constraints but also achieve a set minimum performance threshold...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2024, 146(3): 032301.
Paper No: MD-23-1261
Published Online: January 29, 2024
... 2024 artificial intelligence cognitive-based design data-driven design decision theory design education design methodology design process design teams design theory and methodology design visualization Design education is a field that requires a unique set of skills...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2024, 146(5): 051709.
Paper No: MD-23-1484
Published Online: January 29, 2024
... ournal of M echanical D esign . 15 07 2023 08 12 2023 11 12 2023 29 01 2024 machine learning design regression Gaussian process data-driven design design automation design optimization uncertainty modeling In mechanical design, the prevention of failures...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. June 2024, 146(6): 061401.
Paper No: MD-23-1562
Published Online: December 18, 2023
... 2023 19 11 2023 21 11 2023 18 12 2023 artificial intelligence computer-aided design data-driven design design automation design for humans design methodology Early-stage conceptual design is pivotal for innovation, aiming at identifying unmet needs and devising design...
Topics: Design
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. June 2024, 146(6): 061703.
Paper No: MD-23-1380
Published Online: December 18, 2023
... interval score data-driven design design of engineered materials system design optimization design representation Directorate for Engineering 10.13039/100000084 2238038 National Aeronautics and Space Administration 10.13039/100000104 80NSSC21K1809 University of California...
Includes: Supplementary data
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. June 2024, 146(6): 061702.
Paper No: MD-23-1335
Published Online: December 12, 2023
... 12 12 2023 computational geometry computer-aided design data-driven design machine learning topology optimization There has been a recent increase in machine learning-driven topology optimization approaches, particularly using neural networks for performing topology optimization...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2024, 146(5): 051701.
Paper No: MD-23-1349
Published Online: November 21, 2023
... explainable AI feature recognition design automation machine learning signal processing data-driven design design visualization product design artificial intelligence 02 06 2023 30 09 2023 02 10 2023 21 11 2023 Contributed by the Design Automation Committee of ASME...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2024, 146(4): 043301.
Paper No: MD-23-1157
Published Online: November 7, 2023
... of M echanical D esign . 22 03 2023 15 09 2023 18 09 2023 07 11 2023 computational kinematics data-driven design design for humans mechanism synthesis mechanism theory Department of Science and Technology of Sichuan Province 10.13039/501100004829...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2024, 146(3): 031401.
Paper No: MD-23-1276
Published Online: November 7, 2023
... in design. References [1] Jiang , S. , Hu , J. , Wood , K. L. , and Luo , J. , 2022 , “ Data-Driven Design-by-Analogy: State-of-the-Art and Future Directions ,” ASME J. Mech. Des. , 144 ( 2 ), p. 020801 . 10.1115/1.4051681 [2] Kwon , E. , Huang , F...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2023, 145(12): 121704.
Paper No: MD-23-1262
Published Online: October 6, 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 four stages. The first stage divides online...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2023, 145(11): 111702.
Paper No: MD-23-1077
Published Online: August 16, 2023
...@me.gatech.edu Email: david.rosen@me.gatech.edu Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 14 02 2023 07 07 2023 10 07 2023 16 08 2023 computer-aided design data-driven design design for X design...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2023, 145(10): 101705.
Paper No: MD-22-1758
Published Online: July 19, 2023
... Gaussian process acquisition function data-driven design design optimization machine learning metamodeling simulation-based design The solution of design optimization problems in engineering and science often requires the evaluation of expensive black-box functions—functions that lack...