journal article·2019-10-01Open access

Efficiency of numerical schemes for two dimensional Gray Scott model

Shahid Hasnain, Shazia Bashir, Patrick Linker, Muhammad Saqib

AIP Advances· Volume 9· Issue 10

Abstract

In this article, efficient numerical schemes for the two dimensional Gray Scott model are presented. The Gray Scott model presents self-replicating patterns such as spots and strips. These pattern formulations are suitable interplay between diffusion and reactions in which the coupled partial differential system is solved by using three finite difference schemes to enhance accuracy while maintaining stability of the system. The stability analysis is performed on stationary points whereas the analytical solution is compared with the numerical schemes, such as Douglas implicit fourth and sixth order compact difference schemes. The later two schemes are implemented for first time on such a system for analyzing error residuals and system efficiency. It is predicted that the efficiency is upgraded by Thomas block tridiagonal solver, which leads to an excellent improvement in accuracy measured by L∞ norm.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Numerical methods for differential equations · Differential Equations and Numerical Methods · Nonlinear Dynamics and Pattern Formation

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Department of Physics and Applied Mathematics (DPAM), Pakistan Institute of Engineering and Applied Sciences (PIEAS) 1 , Islamabad 45650, Pakistan

Center for Mathematical Sciences Nilore 2 , Islamabad 45650, Pakistan

Institute of Materials Testing University of Stuttgart 3 , Stuttgart 70174, Germany

Department of Mathematics Air University 4 , Islamabad 44230, Pakistan

Funding

Higher Education Commision, Pakistan

References (43)

Show source-provided references
1. Auto-catalytic reactions in the iso-thermal continuous stirred tank reactor10.1016/0009-2509(84)87017-7 ↗
2. 2016 · 85
3. Reaction-diffusion by the Gray-Scott Model: Pearson’s parameterization
4. 2016 · 49
5. Pattern formation by interacting chemical fronts10.1126/science.261.5118.192 ↗
6. 2010 · 2
7. Advanced reaction-diffusion models for texture synthesis10.1080/2151237x.2006.10129222 ↗
8. 2009 · 29
9. 2013
10. 2009 · 149
11. Solution of coupled nonlinear partial differential equations by decomposition10.1016/0898-1221(96)00010-7 ↗
12. Pattern formation in the Gray–Scott model10.1016/s1468-1218(03)00020-8 ↗
13. Asymmetric spotty patterns generated by Gray Scott Model in R2
14. Second order implicit and explicit schemes to Gray Scott model10.1016/j.cam.2007.01.038 ↗
15. Mathematical investigation of two dimensional pattern formation10.14419/ijbr.v2i1.1502 ↗
16. Finite element method applied to Gray-Scott reaction-diffusion problem. Using FEniCs software
17. Y. Kleinherenbrink, “The Gray Scott equations on a bounded domain,” Thesis, August 2007, https://www.universiteitleiden.nl/binaries/content/assets/science/mi/scripties/kleinherenbrinkbachelor.pdf.
19. Asymmetric spotty pattern generated by the Gray Scott model in R2
20. 2002
21. Solution of coupled nonlinear partial differential equations by decomposition10.1016/0898-1221(96)00010-7 ↗
22. 2009 · 353
23. Simple equation method for nonlinear partial differential equations and its applications10.1016/j.joems.2015.05.006 ↗
24. 1993
25. Fourth order Douglas implicit scheme for solving three dimension reaction diffusion equation with nonlinear source term10.1063/1.4986322 ↗
26. 1965
27. Two dimensional nonlinear reaction diffusion equation with time efficient scheme10.4236/ajcm.2017.72017 ↗
28. Finite difference methods for partial differential equations
29. 2011
30. 2011
31. Fourth order compact finite difference method for solving two dimensional convection diffusion equation10.1186/s13662-018-1652-5 ↗
32. 1994
33. A new sixth order scheme for nonlinear equations10.1016/j.aml.2011.08.012 ↗
34. Large eddy simulation using a new set of sixth order schemes for compressible viscous terms10.1016/j.jcp.2010.07.017 ↗
35. A sixth order finite difference scheme for the convection diffusion equation
36. Development of a sixth order two dimensional convection diffusion scheme via Cole Hopf transformation10.1016/s0045-7825(02)00220-7 ↗
37. A sixth order compact finite difference scheme to the numerical solutions of Burgers equation10.1016/j.amc.2008.12.012 ↗
38. F. Buric, “Pattern formation and chemical evolution in extended Gray Scott models” (Master of Science thesis) (Chalmers University of Technology, Sweden, 2014).
39. 2018
40. 2007
41. 2008
42. 2008
43. 2002