1-20 of 91
Keywords: data-driven design
Close
Follow your search
Access your saved searches in your account

Would you like to receive an alert when new items match your search?
Close Modal
Sort by
Journal Articles
Accepted Manuscript
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-24-1402
Published Online: November 7, 2024
... by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 10 06 2024 20 10 2024 24 10 2024 07 11 2024 artificial intelligence computer-aided design Data-driven design design optimization generative design Journal of Mechanical...
Journal Articles
Accepted Manuscript
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-24-1438
Published Online: November 1, 2024
...@utdallas.edu alternative energy system design artificial intelligence Data-driven design Journal of Mechanical Design. Received June 25, 2024; Accepted manuscript posted October 07, 2024. doi:10.1115/1.4067056 Copyright © 2024 by ASME Accepted Manuscript Not Copyedited Bi-Level Inter-Turn Short...
Journal Articles
Journal Articles
Accepted Manuscript
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-24-1458
Published Online: October 21, 2024
... Email: lkara@cmu.edu Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 01 07 2024 10 10 2024 14 10 2024 21 10 2024 artificial intelligence computer-aided engineering Data-driven design design...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2025, 147(3): 031701.
Paper No: MD-24-1156
Published Online: October 18, 2024
... Abstract Figure surrogate modeling image-based surrogates deep neural networks dimensionality reduction artificial intelligence data-driven design machine learning robust design uncertainty modeling Office of Energy Efficiency and Renewable Energy 10.13039/100006134 DE...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2025, 147(3): 031703.
Paper No: MD-24-1312
Published Online: October 18, 2024
...: jwang22@scu.edu Email: kwang4@scu.edu Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 10 05 2024 03 09 2024 05 09 2024 18 10 2024 Graphical Abstract Figure data-driven design design...
Journal Articles
Accepted Manuscript
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-24-1372
Published Online: October 14, 2024
... Email: cym@ecust.edu.cn Email: 3204271344@qq.com agent-based design artificial intelligence conceptual design Data-driven design design methodology systems design Accepted Manuscript Not Copyedited Journal of Mechanical Design. Received May 30, 2024; Accepted manuscript posted...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2025, 147(2): 021706.
Paper No: MD-24-1409
Published Online: September 26, 2024
... Graphical Abstract Figure porous metamaterial graph neural network variational graph autoencoder design optimization generative design connectivity data-driven design design of engineered materials system machine learning Division of Civil, Mechanical and Manufacturing Innovation...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2025, 147(2): 021401.
Paper No: MD-23-1610
Published Online: August 28, 2024
.... Not surprisingly, designers often struggle with the available choices. artificial intelligence data-driven design design automation design optimization generative design machine learning multi-objective optimization Graphical Abstract Figure 31 08 2023 24 06 2024 11 07...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2025, 147(2): 021701.
Paper No: MD-23-1702
Published Online: August 28, 2024
... Graphical Abstract Figure data-driven design design optimization machine learning topology optimization Advanced Research Projects Agency - Energy 10.13039/100006133 DE-AR0001216 Directorate for Engineering 10.13039/100000084 1943699 Design optimization...
Includes: Supplementary data
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2025, 147(1): 011701.
Paper No: MD-24-1071
Published Online: July 23, 2024
... 2024 13 06 2024 01 07 2024 23 07 2024 1 Corresponding author. Email: N.D.Charisi@tudelft.nl Email: J.J.Hopman@tudelft.nl Email: A.A.Kana@tudelft.nl conceptual design data-driven design design space exploration multi-fidelity Gaussian processes compositional...
Topics: Design, Hafnium
Journal Articles
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2024, 146(12): 121703.
Paper No: MD-23-1899
Published Online: June 18, 2024
... structural topology graph neural network GNN design space computer-aided engineering conceptual design data-driven design design evaluation design validation References [1] Silver , D. , Huang , A. , Maddison , C. J. , Guez , A. , Sifre , L. , Van Den...
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
... 09 04 2024 Graphical Abstract Figure data-driven design design of experiments design optimization design process machine learning simulation-based design Advanced Research Projects Agency - Energy 10.13039/100006133 DE-AR0001427 National Science Foundation...
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
... that exhibit high levels of performance. Japan Society for the Promotion of Science 10.13039/501100001691 20H02054 20KK0329 23H03799 topology optimization deep generative model latent crossover maximum stress minimization data-driven design machine learning multiobjective...
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
... simple 2D perspective renderings for drag coefficient prediction. To train our model, we also assemble a diverse dataset of high-quality 3D car meshes and simulate their drag coefficients using CFD simulations. This dataset, upon public release, can drive the development of other data-driven design...
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
... 03 2024 Graphical Abstract Figure multi-task learning partially observed information reliability-based design optimization uncertainty quantification data-driven design design automation design optimization machine learning metamodeling reliability in design systems...
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
... 2024 Graphical Abstract Figure data-driven design global sensitivity analysis interpretable machine learning artificial neural networks grouped global sensitivity indices sensitivity analysis for design Global sensitivity analysis (GSA) is widely used in engineering...