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A data-efficient self-supervised deep learning model for design and characterization of nanophotonic structures

Wei Ma, Yongmin Liu

2020Science China Physics Mechanics and Astronomy79 citationsDOI

Topics & Concepts

Deep learningArtificial intelligenceComputer scienceBottleneckMachine learningScheme (mathematics)Supervised learningTest dataData modelingArtificial neural networkMathematicsEmbedded systemDatabaseMathematical analysisProgramming languageMetamaterials and Metasurfaces ApplicationsAnimal Vocal Communication and BehaviorAcoustic Wave Phenomena Research
A data-efficient self-supervised deep learning model for design and characterization of nanophotonic structures | Litcius