Predictive and generative machine learning models for photonic crystals

© 2020 Thomas Christensen et al., published by De Gruyter, Berlin/Boston 2020. The prediction and design of photonic features have traditionally been guided by theory-driven computational methods, spanning a wide range of direct solvers and optimization techniques. Motivated by enormous advances in...

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Bibliographic Details
Main Authors: Christensen, Thomas, Loh, Charlotte, Picek, Stjepan, Jakobović, Domagoj, Jing, Li, Fisher, Sophie, Ceperic, Vladimir, Joannopoulos, John D, Soljačić, Marin
Format: Article
Language:English
Published: Walter de Gruyter GmbH 2021
Online Access:https://hdl.handle.net/1721.1/132457