367 citations · 452 across the 25 of their papers we have counts for
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cs.CE2020★ 3 cited
Airfoil Design Parameterization and Optimization using Bézier Generative Adversarial Networks
Wei Chen, Kevin Chiu, Mark Fuge
Global optimization of aerodynamic shapes usually requires a large number of expensive computational fluid dynamics simulations because of the high dimensionality of the design spa…
cs.CE2020★ 367 cited
Deep Generative Modeling for Mechanistic-based Learning and Design of Metamaterial Systems
Liwei Wang, Yu-Chin Chan, Faez Ahmed +3
Metamaterials are emerging as a new paradigmatic material system to render unprecedented and tailorable properties for a wide variety of engineering applications. However, the inve…