549 citations · 1.5k across the 9 of their papers we have counts for
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physics.comp-ph2019★ 5 cited
Progressive-Growing of Generative Adversarial Networks for Metasurface Optimization
Fufang Wen, Jiaqi Jiang, Jonathan A. Fan
Generative adversarial networks, which can generate metasurfaces based on a training set of high performance device layouts, have the potential to significantly reduce the computat…
cs.LG2019★ 441 cited
Global optimization of dielectric metasurfaces using a physics-driven neural network
Jiaqi Jiang, Jonathan A. Fan
We present a global optimizer, based on a conditional generative neural network, which can output ensembles of highly efficient topology-optimized metasurfaces operating across a r…