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dc.contributor.authorErricolo, Danilo
dc.contributor.authorChen, Pai-Yen
dc.contributor.authorRozhkova, Anastasiia
dc.contributor.authorTorabi, Elahehsadat
dc.contributor.authorBagci, Hakan
dc.contributor.authorShamim, Atif
dc.contributor.authorZhang, Xianglian
dc.date.accessioned2019-12-02T13:29:46Z
dc.date.available2019-12-02T13:29:46Z
dc.date.issued2019-10-24
dc.identifier.citationErricolo, D., Chen, P.-Y., Rozhkova, A., Torabi, E., Bagci, H., Shamim, A., & Zhang, X. (2019). Machine Learning in Electromagnetics: A Review and Some Perspectives for Future Research. 2019 International Conference on Electromagnetics in Advanced Applications (ICEAA). doi:10.1109/iceaa.2019.8879110
dc.identifier.doi10.1109/ICEAA.2019.8879110
dc.identifier.urihttp://hdl.handle.net/10754/660370
dc.description.abstractWe review machine learning and its applications in a wide range of electromagnetic problems, including radar, communication, imaging and sensing. We extensively discuss some recent progress in development and use of intelligent algorithms for antenna design, synthesis, and characterization. We also provide some perspectives for future research directions in this emerging field of study.
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)
dc.relation.urlhttps://ieeexplore.ieee.org/document/8879110/
dc.relation.urlhttps://ieeexplore.ieee.org/document/8879110/
dc.relation.urlhttps://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8879110
dc.rightsArchived with thanks to IEEE
dc.subjectElectromagnetics
dc.subjectArtificial Neural Network
dc.subjectMachine Learning
dc.subjectDeep Learning
dc.titleMachine Learning in Electromagnetics: A Review and Some Perspectives for Future Research
dc.typeConference Paper
dc.contributor.departmentElectrical Engineering Program
dc.contributor.departmentComputer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division
dc.contributor.departmentDivision of Computer, Electrical, and Mathematical Science and Engineering (CEMSE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
dc.conference.date9-13 Sept. 2019
dc.conference.name2019 International Conference on Electromagnetics in Advanced Applications (ICEAA)
dc.conference.locationGranada, Spain
dc.eprint.versionPost-print
dc.contributor.institutionUniversity of Illinois at Chicago, Chicago, IL, USA
kaust.personBagci, Hakan
kaust.personShamim, Atif
kaust.personZhang, Xianglian


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