Computing band structures of randomly-generated 2D photonic crystals with extreme learning machines
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2020-09-14
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da Silva Ferreira, Adriano
Malheiros-Silveira, Gilliard Nardel [UNESP]
Hernández-Figueroa, Hugo Enrique
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We designed Extreme Learning Machines (ELM) for calculating band structures (BST) of randomly-generated bi-dimensional (2D) photonic crystals and demonstrated fast-training ELM models able to perform fast and accurate BST computations.
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Optics InfoBase Conference Papers.