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MetaNet: a new paradigm for data sharing in photonics research

hal.structure.identifierDepartment of Electrical Engineering [Stanford]
dc.contributor.authorJIANG, Jiaqi
hal.structure.identifierComputer Science Department [UBC-Computer Science]
dc.contributor.authorLUPOIU, Robert
hal.structure.identifierDepartment of Electrical Engineering [Stanford]
dc.contributor.authorWANG, Evan
hal.structure.identifierApplied Physics Department [Stanford]
dc.contributor.authorSELL, David
hal.structure.identifierLaboratoire Charles Fabry / Nanophotonique
dc.contributor.authorPAUL HUGONIN, Jean
hal.structure.identifierLaboratoire Photonique, Numérique et Nanosciences [LP2N]
dc.contributor.authorLALANNE, Philippe
hal.structure.identifierDepartment of Electrical Engineering [Stanford]
dc.contributor.authorFAN, Jonathan
dc.date.accessioned2023-05-12T10:38:06Z
dc.date.available2023-05-12T10:38:06Z
dc.date.issued2020
dc.identifier.issn1094-4087
dc.identifier.urihttps://oskar-bordeaux.fr/handle/20.500.12278/181553
dc.description.abstractEnOptimization 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.
dc.language.isoen
dc.publisherOptical Society of America - OSA Publishing
dc.title.enMetaNet: a new paradigm for data sharing in photonics research
dc.typeArticle de revue
dc.identifier.doi10.1364/OE.388378
dc.subject.halPhysique [physics]/Physique [physics]/Optique [physics.optics]
dc.identifier.arxiv2002.03050
bordeaux.journalOptics Express
bordeaux.page13670
bordeaux.volume28
bordeaux.hal.laboratoriesLaboratoire Photonique, Numérique et Nanosciences (LP2N) - UMR 5298*
bordeaux.issue9
bordeaux.institutionUniversité de Bordeaux
bordeaux.institutionCNRS
bordeaux.peerReviewedoui
hal.identifierhal-03016858
hal.version1
hal.origin.linkhttps://hal.archives-ouvertes.fr//hal-03016858v1
bordeaux.COinSctx_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.jtitle=Optics%20Express&rft.date=2020&rft.volume=28&rft.issue=9&rft.spage=13670&rft.epage=13670&rft.eissn=1094-4087&rft.issn=1094-4087&rft.au=JIANG,%20Jiaqi&LUPOIU,%20Robert&WANG,%20Evan&SELL,%20David&PAUL%20HUGONIN,%20Jean&rft.genre=article


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