A review of potential applications of Tensor Decompositions to Electromagnetics and energy works

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dc.contributor.authorMageed, Ismail A
dc.contributor.authorYilmaz, Musa
dc.contributor.authorZhang, Quichun
dc.contributor.authorCelikel, Resat
dc.contributor.authorSidhu, Manjit Singh
dc.date.accessioned2026-08-12T16:08:41Z
dc.date.issued2022
dc.departmentFırat Üniversitesi
dc.description2022 IEEE Global Energy Conference, GEC 2022 -- 26 October 2022 through 29 October 2022 -- Batman -- 185674
dc.description.abstractThe approaches for tensor decomposition (TD) are reviewed in this study. For uncertainty quantification and electromagnetic (EM) solvers, we cover their applications to surrogate modeling (SM). The current study Discussion is undertaken regarding the significant impact of these decompositions on lowering memory. Additionally, the influential role of TDs in energy research is thoroughly reviewed. The latter review consolidates more foundational motivations and insights into further employment of TDs to advance research works. Conclusions and future directions are given. © 2022 IEEE.
dc.description.sponsorshipBatman University and Batman Energy Coordination Center (EKOM)
dc.identifier.doi10.1109/GEC55014.2022.9987191
dc.identifier.endpage390
dc.identifier.isbn978-166549751-0
dc.identifier.scopus2-s2.0-85146489463
dc.identifier.scopusqualityN/A
dc.identifier.startpage385
dc.identifier.urihttps://doi.org/10.1109/GEC55014.2022.9987191
dc.identifier.urihttps://hdl.handle.net/11508/41345
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherInstitute of Electrical and Electronics Engineers Inc.
dc.relation.ispartofIEEE Global Energy Conference, GEC 2022
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_Scopus_20260511
dc.subjectcanonical polyadic (CP); EM analysis; EM solvers; energy works; SM; smart grid; TD
dc.titleA review of potential applications of Tensor Decompositions to Electromagnetics and energy works
dc.typeConference Object

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