Publication:
Convolutional neural networks for predicting nonlinear pulse propagation in multimode fibers

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dc.conference.dateOCT 26-30, 2025
dc.conference.locationDenver
dc.contributor.departmentDepartment of Electrical and Electronics Engineering
dc.contributor.kuauthorÇarpınlıoğlu, Bora
dc.contributor.kuauthorKesgin, Bahadır Utku
dc.contributor.kuauthorTeğin, Uğur
dc.contributor.schoolcollegeinstituteCollege of Engineering
dc.date.accessioned2026-07-02T07:29:06Z
dc.date.issued2025
dc.description.abstractWe evaluate convolutional neural networks for predicting nonlinear pulse propagation in multimode fibers by constructing a dataset and training U-Net models for different tasks. Our results indicate a future strategy for applications requiring real-time control. © Optica Publishing Group 2025 © 2025 The Author(s)
dc.description.fulltextNo
dc.description.harvestedfromManual
dc.description.indexedbyScopus
dc.description.publisherscopeInternational
dc.description.readpublishN/A
dc.description.sponsoredbyTubitakEuN/A
dc.description.versionPublished Version
dc.identifier.WoSQuartileN/A
dc.identifier.doi10.1364/FIO.2025.FM3E.5
dc.identifier.embargoNo
dc.identifier.isbn9781957171524
dc.identifier.scopus2-s2.0-105032397401
dc.identifier.urihttps://doi.org/10.1364/FIO.2025.FM3E.5
dc.identifier.urihttps://hdl.handle.net/20.500.14288/32984
dc.languageeng
dc.publisherOptical Society of America
dc.relation.affiliationKoç University
dc.relation.collectionKoç University Institutional Repository
dc.relation.ispartofFrontiers in Optics, FiO 2025 in Proceedings Frontiers in Optics + Laser Science 2025 ,FiO, LS - Part of Frontiers in Optics + Laser Science 2025
dc.relation.openaccessN/A
dc.rightsN/A
dc.rights.uriN/A
dc.subjectElectrical and electronics engineering
dc.titleConvolutional neural networks for predicting nonlinear pulse propagation in multimode fibers
dc.typeConference Proceeding
dspace.entity.typePublication
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