most citedGlobal Inverse Design Across Multiple Photonic Structure Classes Using Generative Deep Learning

78 citations

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2 papers

physics.optics2020★ 78 cited

Global Inverse Design Across Multiple Photonic Structure Classes Using Generative Deep Learning

Christopher Yeung, Ryan Tsai, Benjamin Pham +6

Understanding how nano- or micro-scale structures and material properties can be optimally configured to attain specific functionalities remains a fundamental challenge. Photonic m…

physics.optics2020★ 3 cited

Multiplexed Supercell Metasurface Design and Optimization with Tandem Residual Networks

Christopher Yeung, Ju-Ming Tsai, Brian King +5

Complex nanophotonic structures hold the potential to deliver exquisitely tailored optical responses for a range of applications. Metal-insulator-metal (MIM) metasurfaces arranged…