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Keywords: design synthesis
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Journal Articles
Saeid Bayat, Nastaran Shahmansouri, Satya R. T. Peddada, Alexander Tessier, Adrian Butscher, James T. Allison
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2025, 147(2): 021705.
Paper No: MD-24-1048
Published Online: September 26, 2024
... esign . 17 01 2024 02 08 2024 29 08 2024 26 09 2024 Graphical Abstract Figure design synthesis graph generation optimization optimal flow control thermal management system National Science Foundation 10.13039/100000001 EEC-1449548...
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2022, 144(10): 101701.
Paper No: MD-21-1625
Published Online: June 13, 2022
... representation and new design synthesis. In this work, we develop a deep neural network (DNN)-based approach to encode the hull designs to condensed representations, synthesize novel designs, and optimize the synthetic design based on the hydrodynamic performance. A variational autoencoder (VAE) with the hydro...
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2021, 143(5): 053301.
Paper No: MD-20-1212
Published Online: October 28, 2020
... Contributed by the Mechanisms and Robotics Committee of ASME for publication in the J ournal of M echanical D esign . 16 04 2020 26 07 2020 29 07 2020 28 10 2020 compliant mechanisms spring powder bed fusion design synthesis design for additive manufacturing design...