Numerical analysis of nonlinear model of excited carrier decay

被引:0
作者
Tumanova, Natalija [1 ]
Ciegis, Raimondas [1 ]
Meilunas, Mecislavas [1 ]
机构
[1] Vilnius Gediminas Tech Univ, Dept Math Modeling, Fac Fundamental Sci, LT-10223 Vilnius, Lithuania
来源
CENTRAL EUROPEAN JOURNAL OF MATHEMATICS | 2013年 / 11卷 / 06期
关键词
Nonlinear ODE; Numerical approximation; A priori estimates; Convergence; Model identification; DIFFERENCE-SCHEMES; PARABOLIC PROBLEMS; ALGORITHM; GRAPHS;
D O I
10.2478/s11533-013-0226-8
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
This paper presents a mathematical model for photo-excited carrier decay in a semiconductor. Due to the carrier trapping states and recombination centers in the bandgap, the carrier decay process is defined by the system of nonlinear differential equations. The system of nonlinear ordinary differential equations is approximated by linearized backward Euler scheme. Some a priori estimates of the discrete solution are obtained and the convergence of the linearized backward Euler method is proved. The identifiability analysis of the parameters of deep centers is performed and the fitting of the model to experimental data is done by using the genetic optimization algorithm. Results of numerical experiments are presented.
引用
收藏
页码:1140 / 1152
页数:13
相关论文
共 31 条
[1]  
[Anonymous], 1996, SPRINGER SER COMPUT
[2]  
Ascher U.M., 1998, Computer methods for ordinary differential equations and differential-algebraic equations, V61, DOI DOI 10.1137/1.9781611971392
[3]  
Carnevale T., 2006, NEURON BOOK
[4]  
CHEGIS RY, 1992, COMP MATH MATH PHYS+, V32, P757
[5]  
Chis O.-T., PLOS ONE, V6
[6]  
Ciegis R, 2010, LITH MATH J, V50, P164
[7]  
Enns RH, 2011, SPRING UND TEXT MATH, P3, DOI 10.1007/978-0-387-75340-9
[8]   Robust numerical methods for taxis-diffusion-reaction systems: Applications to biomedical problems [J].
Gerisch, A ;
Chaplain, MAJ .
MATHEMATICAL AND COMPUTER MODELLING, 2006, 43 (1-2) :49-75
[9]   On the Shockley-Read-Hall Model: Generation-recombination in semiconductors [J].
Goudon, Thierry ;
Miljanovic, Vera ;
Schmeiser, Christian .
SIAM JOURNAL ON APPLIED MATHEMATICS, 2007, 67 (04) :1183-1201
[10]  
Hairer E., 1993, SPRINGER SER COMPUT, V8