An ESR study on 2,4 diaminotoluene exposed to gamma rays and application of machine learning

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dc.contributor.authorCeylan, Yusuf
dc.contributor.authorUsta, Keziban
dc.contributor.authorAydoğmuş, Hacer Yumurtacı
dc.contributor.authorUsta, Ayhan
dc.contributor.authorCeylan, Nurufe
dc.contributor.authorAras, Erdal
dc.date.accessioned2021-02-19T21:16:45Z
dc.date.available2021-02-19T21:16:45Z
dc.date.issued2016
dc.departmentALKÜ
dc.description2nd International Conference on Computational and Experimental Science and Engineering (ICCESEN) -- OCT 14-19, 2015 -- Kemer, TURKEY
dc.description.abstractThe polycrystals of 2,4 diaminotoluene were produced by slow evaporation of solvent. The polycrystalline samples were exposed to Co-60 gamma rays with dose rate of 0.950 kGy/h, at room temperature, for 12, 24, 48, and 72 hours. The electron paramagnetic resonance measurements were carried out on these samples in the temperature range between 298 K and 400 K. No electron paramagnetic resonance signal was observed in the samples irradiated for 12, 24, 48 hours. Two types of radicals were detected using ESR spectrometer in the sample irradiated for 72 h. These radiation damage centers were called RI and RII. The average values of g and the hyperfine coupling constant were calculated. This study also investigates the potential usage of machine learning methods and aims to test the success of these methods and to select the best method.
dc.identifier.doi10.12693/APhysPolA.130.184
dc.identifier.endpage187en_US
dc.identifier.issn0587-4246
dc.identifier.issn1898-794X
dc.identifier.issue1en_US
dc.identifier.scopusqualityQ3
dc.identifier.startpage184en_US
dc.identifier.urihttps://doi.org/10.12693/APhysPolA.130.184
dc.identifier.urihttps://hdl.handle.net/20.500.12868/540
dc.identifier.volume130en_US
dc.identifier.wosWOS:000384810700048
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthor0-belirlenecek
dc.language.isoen
dc.publisherPolish Acad Sciences Inst Physics
dc.relation.ispartofActa Physica Polonica A
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.titleAn ESR study on 2,4 diaminotoluene exposed to gamma rays and application of machine learning
dc.typeConference Object

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