In this paper, we try to estimate the non-universal parameters of some discrete growth models belonging to the Kardar-Parisi-Zhang (KPZ) universality class in both one and two dimensions. Based on a comprehensive numerical investigation, we obtain these parameters with good accuracy compared to other reports. The most important result of the present paper is the estimation of the nonlinear parameter of the KPZ equation with excellent accuracy. For this purpose, we apply the tilt method as a useful tool to characterize the nonlinearities of their associated equation. We believe this method can be used to ensure that there is a nonlinearity type square height-gradient for others discrete growth models.
[7] I.M. Johnstone, On the Distribution of the Largest Eigenvalue in Principal Components Analysis, The Annals of Statistics 29 (2001) 295. https://www.jstor.org/stable/2674106?seq=1
Daryaei, E. (2020). Estimation of the Non-Universal Parameters for some discrete growth models belonging to the KPZ class. Journal of Research on Many-body Systems, 10(1), 46-55. doi: 10.22055/jrmbs.2020.15555
MLA
Ebrahim Daryaei. "Estimation of the Non-Universal Parameters for some discrete growth models belonging to the KPZ class". Journal of Research on Many-body Systems, 10, 1, 2020, 46-55. doi: 10.22055/jrmbs.2020.15555
HARVARD
Daryaei, E. (2020). 'Estimation of the Non-Universal Parameters for some discrete growth models belonging to the KPZ class', Journal of Research on Many-body Systems, 10(1), pp. 46-55. doi: 10.22055/jrmbs.2020.15555
VANCOUVER
Daryaei, E. Estimation of the Non-Universal Parameters for some discrete growth models belonging to the KPZ class. Journal of Research on Many-body Systems, 2020; 10(1): 46-55. doi: 10.22055/jrmbs.2020.15555