Optimization of photonic crystal nanocavities based on deep learning.
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DOI: 10.1364/oe.26.032704
Abstract: An approach to optimizing the Q factors of two-dimensional photonic crystal (2D-PC) nanocavities based on deep learning is hereby proposed and demonstrated. We prepare a data set consisting of 1000 nanocavities generated by randomly displacing… read more here.
Keywords: crystal nanocavities; air holes; deep learning; photonic crystal ... See more keywords