Multi-BOWS: multi-fidelity multi-objective Bayesian optimization with warm starts for nanophotonic structure design
Jungtaek Kim, Mingxuan Li, Yirong Li, Andrés Gómez, Oliver Hinder, Paul W. Leu
Abstract
Multi-fidelity multi-objective Bayesian optimization is effective for designing nanophotonic structures.
Topics & Concepts
Bayesian optimizationNanophotonicsFidelityComputer scienceBayesian probabilityArtificial intelligenceNanotechnologyTelecommunicationsMaterials scienceOptical Coatings and GratingsPhotonic and Optical DevicesPhotonic Crystals and Applications