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http://hdl.handle.net/11452/27788| Title: | Computational modeling of isothermal decay curves of trapping centers in TlGaSeS layered single crystals |
| Authors: | Yıldırım, Tacettin Gasanly, Nizami Mamed Özkan, Hüsnü Uludağ Üniversitesi/Fen-Edebiyat Fakültesi/Fizik Bölümü. Küçük, İlker Semih 6602910810 |
| Keywords: | Optoelectronics materials Modeling Isothermal decay curves Thermally stimulated current Perceptron neural-networks Optical-properties Absorption Prediction TLINS2 Chemistry Materials Science Metallurgy & metallurgical engineering Decay (organic) Genetic algorithms Pattern recognition systems Thermoluminescence Computational modeling Experimental data Isothermal decay Layered crystals MLP model Multilayered perceptrons New approaches Optoelectronics materials Thermally stimulated current Trapping centers Single crystals |
| Issue Date: | 8-Oct-2010 |
| Publisher: | Elsevier Science |
| Citation: | Küçük, İ. vd. (2010). "Computational modeling of isothermal decay curves of trapping centers in TlGaSeS layered single crystals". Journal of Alloys and Compounds, 507(2), 517-520. |
| Abstract: | This paper presents a new approach based on multilayered perceptrons (MLPs) to compute the isothermal decay curves of trapping centers in undoped TlGaSeS layered crystals. The MLP has been trained by a Genetic Algorithm (GA). The results obtained using the MLP model were tested with an untrained experimental data. The comparison has shown that the proposed model can predict more accurately and easily the isothermal decay curves. |
| URI: | https://doi.org/10.1016/j.jallcom.2010.08.009 https://www.sciencedirect.com/science/article/pii/S092583881001964X http://hdl.handle.net/11452/27788 |
| ISSN: | 0925-8388 1873-4669 |
| Appears in Collections: | Scopus Web of Science |
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