SCI-SCIE Indexed Journal Articles
1) B. Demirbay, D. Bayram Kara, On the performance of electrical conductivity classification for CNT-doped polymer nanocomposites via shallow and deep neural network topologies, (Submitted to Engineering Application of Artificial Intelligence, 2025 under revision).
2) S.C. Dirican, B. Demirbay, Microfluidic-based fluorescence spectroscopy design for revealing heavy atom effects on fluorophores of high triplet quantum yield: A numerical simulation study, Luminescence, 40(1), e70090, 2025.
3) E. Sandberg, B. Demirbay, A. Kulkarni, H. Liu, J. Piguet, J. Widengren, Fluorescence bar-coding and flowmetry based on dark state transitions in fluorescence emitters, Journal of Physical Chemistry B, 128(2024), pp. 125–136.
4) B. Demirbay, Film formation kinetics of polystyrene latex-based nanocomposites with multimodal particle size distribution, Polymer Engineering \& Science, 2023, doi: 10.1002/pen.26533.
5) B. Demirbay, G. Baryshnikov, M. Haraldsson, J. Piguet, H. Ågren, J. Widengren, Photo-physical characterization of brominated fluorescein molecules using transient state (TRAST) spectroscopy, Methods and Applications in Fluorescence 11(4), 2023, pp. 1-14.
6) A. Kitamura, J. Tornmalm, B. Demirbay, J. Piguet, M. Kinjo, J. Widengren, Trans-cis isomerization kinetics of cyanine dyes reports on the folding states of exogeneous RNA G-quadruplexes in live cells, Nucleic Acids Research 2023, pp. 1-15, doi:10.1093/nar/gkac1255.
7) Z. Du, J. Piguet, G. Baryshnikov, J. Tornmalm, B. Demirbay, H. Ågren, J. Widengren, Imaging Fluorescence Blinking of a Mitochondrial Localization Probe: Cellular Localization Probes Turned into Multifunctional Sensors, The Journal of Physical Chemistry B 126 (16), 2022, pp. 3048-3058.
8) B. Demirbay, D. Bayram Kara, Ş. Uğur, Multivariate regression (MVR) and different artificial neural network (ANN) models developed for optical transparency of conductive polymer nanocomposite films, Expert Systems with Applications 207, 2022, pp. 117937.
9) B. Demirbay, Ş. Uğur, Molecular weight effect of PS latex particles on optical and electrical percolations of PS latex/MWCNT nanocomposite films, Phase Transitions 94 (10), 2021, pp. 715-730.
10) A. Etemadi, B. Demirbay, Ş. Uğur, UV-Visible spectroscopic study on multi-staged film formation mechanisms of graphene oxide-doped polystyrene latex (PS latex/GO) nanocomposites, Turkish Journal of Chemistry 45 (3), 2021, pp. 892-904.
11) B. Demirbay, D. Bayram Kara, Ş. Uğur, A Bayesian regularized feed-forward neural network model for conductivity prediction of PS/MWCNT nanocomposite film coatings, Applied Soft Computing 96 (2020), pp. 106632.
12) B. Demirbay, A.A. Ayhan, N. Cereyan, C. Akaoğlu, I. Ulusaraç, N. Koyuncu, F.G. Acar, Rheological properties of dextrin-riboflavin solutions under thermal and UV radiation effects, Journal of Molecular Liquids 240 (2017), pp. 597-603.
13) B. Demirbay, C. Akaoğlu, I. Ulusaraç, F.G. Acar, Thermal and UV radiation effects on dynamic viscosity of gelatin-based riboflavin solutions, Journal of Molecular Liquids 225 (2017), pp. 147-150.
National Journal Articles
1) S.C. Dirican, B. Tezcan, S.Y. Dölek, B. Demirbay, Mikroakışkan Temelli Floresans Mikroskop Sistemi ile Otofloresan Flavin Koenzimlerinin Fotofiziksel Geçişleri Üzerine Nümerik Modelleme Çalışmaları, International Journal of Advances in Engineering and Pure Sciences, 37(1), 2025, pp. 73-91.
2) B. Demirbay, B. Karakullukçu, F.G. Acar, Artificial neural network (ANN) approach for dynamic viscosity of aqueous gelatin solutions: a soft computing study, Avrupa Bilim ve Teknoloji Dergisi, Dergipark (18), 2020, pp. 465-475.
Conference Proceedings
1) S. Dirican, S.Y. Dölek, B. Tezcan, E.K. Demirlek, Y.A. Yılmaz, B. Demirbay, Numerical simulations of non-fluorescent states of carboxyfluoresceins in presence of heavy iodine ions, Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA 2025), IEEE, 2025 (accepted paper).
2) B. Demirbay, D. Bayram Kara, Classification of opacity for polymer nanocomposite films via deep neural network (DNN) classifiers, International Conference on INnovations in Intelligent SysTems and Applications (INISTA), IEEE, 2022, pp. 1-6.
3) B. Demirbay, Ş. Uğur, Experimental Investigation of Morphological and Electrical Characteristics of PS/MWCNT Nanocomposite Films, Materials Science Forum 915 (2018), pp. 104-109.