Computational modeling of isothermal decay curves of trapping centers in TlGaSeS layered single crystals

KÜÇÜK İ., YILDIRIM T., HASANLI N., Ozkan H.

JOURNAL OF ALLOYS AND COMPOUNDS, vol.507, no.2, pp.517-520, 2010 (SCI-Expanded) identifier identifier

  • Publication Type: Article / Article
  • Volume: 507 Issue: 2
  • Publication Date: 2010
  • Doi Number: 10.1016/j.jallcom.2010.08.009
  • Journal Name: JOURNAL OF ALLOYS AND COMPOUNDS
  • Journal Indexes: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Page Numbers: pp.517-520
  • Bursa Uludag University Affiliated: Yes

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. (C) 2010 Elsevier B.V. All rights reserved.