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Computing band structures of randomly-generated 2D photonic crystals with extreme learning machines

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Abstract

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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English

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Optics InfoBase Conference Papers.

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