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Keywords: data-driven design
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Journal Articles
Accepted Manuscript
Journal:
Journal of Mechanical Design
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
Journal:
Journal of Mechanical Design
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
Accepted Manuscript
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-24-1483
Published Online: October 28, 2024
... in the J ournal of M echanical D esign . 08 07 2024 13 10 2024 17 10 2024 28 10 2024 artificial intelligence computational kinematics computer-aided engineering Data-driven design generative design linkages Machine learning mechanism synthesis Journal...
Journal Articles
Accepted Manuscript
Journal:
Journal of Mechanical Design
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
Anirban Samaddar, Sandipp Krishnan Ravi, Nesar Ramachandra, Lele Luan, Sandeep Madireddy, Anindya Bhaduri, Piyush Pandita, Changjie Sun, Liping Wang
Journal:
Journal of Mechanical Design
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
Journal:
Journal of Mechanical Design
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
Journal:
Journal of Mechanical Design
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
Journal:
Journal of Mechanical Design
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
Journal:
Journal of Mechanical Design
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
Journal:
Journal of Mechanical Design
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...
Topics:
Design,
Heat conduction,
Optimization,
Topology optimization,
Cantilever beams,
Errors,
Trajectories (Physics)
Includes: Supplementary data
Journal Articles
Journal:
Journal of Mechanical Design
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...
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2024, 146(12): 121706.
Paper No: MD-24-1183
Published Online: July 19, 2024
... constrained multi-objective optimization robustness metrics computational efficiency artificial intelligence data-driven design design automation design for manufacturing design integration design of multiscale systems design optimization machine learning metamodeling Designing...
Journal Articles
Journal:
Journal of Mechanical Design
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
Journal:
Journal of Mechanical Design
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
Journal:
Journal of Mechanical Design
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
Journal:
Journal of Mechanical Design
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
Journal:
Journal of Mechanical Design
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...
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2024, 146(5): 051712.
Paper No: MD-23-1477
Published Online: March 18, 2024
... networks conformal predictions GNN mesh segmentation 3D model segmentation CFD data-driven design design automation design evaluation simulation-based design In the field of engineering design, it’s common for engineers to depict their designs using 3D computer-aided design (CAD...
Journal Articles
Journal:
Journal of Mechanical Design
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
Journal:
Journal of Mechanical Design
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...
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