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20192023
most citedGlobal optimization of dielectric metasurfaces using a physics-driven neural network

441 citations · 523 across the 6 of their papers we have counts for

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physics.app-ph2020★ 57 cited

Multi-objective and categorical global optimization of photonic structures based on ResNet generative neural networks

Jiaqi Jiang, Jonathan A. Fan

We show that deep generative neural networks, based on global topology optimization networks (GLOnets), can be configured to perform the multi-objective and categorical global opti…