558 citations · 1.6k across the 8 of their papers we have counts for
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physics.optics2018★ 396 cited
Freeform Diffractive Metagrating Design Based on Generative Adversarial Networks
Jiaqi Jiang, David Sell, Stephan Hoyer +3
A key challenge in metasurface design is the development of algorithms that can effectively and efficiently produce high performance devices. Design methods based on iterative opti…
cond-mat.dis-nn2018★ 558 cited
Learning data driven discretizations for partial differential equations
Yohai Bar-Sinai, Stephan Hoyer, Jason Hickey +1
The numerical solution of partial differential equations (PDEs) is challenging because of the need to resolve spatiotemporal features over wide length and timescales. Often, it is…