JIANG, Jiaqi; LUPOIU, Robert; WANG, Evan; SELL, David; PAUL HUGONIN, Jean; LALANNE, Philippe; FAN, Jonathan

doi:10.1364/OE.388378

Métadonnées

Afficher la notice complète

Licence d’utilisation du document

JIANG, Jiaqi
Department of Electrical Engineering [Stanford]

LUPOIU, Robert
Computer Science Department [UBC-Computer Science]

WANG, Evan
Department of Electrical Engineering [Stanford]

Langue

Article de revue

Ce document a été publié dans

Optics Express. 2020, vol. 28, n° 9, p. 13670

Optical Society of America - OSA Publishing

Résumé en anglais

Optimization methods are playing an increasingly important role in all facets of photonics engineering, from integrated photonics to free space diffractive optics. However, efforts in the photonics community to develop optimization algorithms remain uncoordinated, which has hindered proper benchmarking of design approaches and access to device designs based on optimization. We introduce MetaNet, an online database of photonic devices and design codes intended to promote coordination and collaboration within the photonics community. Using metagratings as a model system, we have uploaded over one hundred thousand device layouts to the database, as well as source code for implementations of local and global topology optimization methods. Further analyses of these large datasets allow the distribution of optimized devices to be visualized for a given optimization method. We expect that the coordinated research efforts enabled by MetaNet will expedite algorithm development for photonics design.< Réduire

Métadonnées

Partager cette publication !

Licence d’utilisation du document

MetaNet: a new paradigm for data sharing in photonics research

Langue

Ce document a été publié dans

Résumé en anglais

URI

DOI

Origine

Unités de recherche