Yayın: Computational modeling of isothermal decay curves of trapping centers in TlGaSeS layered single crystals
Tarih
Kurum Yazarları
Küçük, İlker Semih
Yazarlar
Yıldırım, Tacettin
Gasanly, Nizami Mamed
Özkan, Hüsnü
Danışman
Dil
Türü
Yayıncı:
Elsevier Science
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Özet
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.
Açıklama
Kaynak:
Anahtar Kelimeler:
Konusu
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
Alıntı
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.