Estimating band diagrams of photonic crystals with multilayer feed-forward neural network
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Abstract
We designed a Multilayer Perceptron (MLP) feed-forward Artificial Neural Network for estimating band diagrams of tri-dimensional photonic crystals. We show a simple and fast-training MLP model able to build accurate band diagrams through speedy computations.
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Optics InfoBase Conference Papers, v. Part F123-LAOP 2018.
