Kuramoto-Sivashinsky PDE Lyapunov Exponents: Code & Data
收藏DataCite Commons2025-12-16 更新2024-07-13 收录
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MATLAB code and the generated datasets for the Lyapunov exponent spectra of the Kuramoto-Sivashinsky PDE, as published in the paper <i>'Lyapunov Exponents of the Kuramoto-Sivashinsky PDE'</i> in 2019. The files are organised as follows:<b>Code</b><b>code/lyapunovexpts.m</b> contains a MATLAB function implementation of <i>Algorithm 1</i> from the paper, which is the classic algorithm for finding Lyapunov exponents introduced by Benettin et al. (1980) and Shimada and Nagashima (1979).<b>code/dudt_ksperiodic_spectral.m</b> contains a vectorised ODE-discretisation of the Kuramoto-Sivashinsky PDE on a periodic domain using a spectral scheme, which can be used with the standard MATLAB ODE solvers to simulate the dynamics.<b>code/dudt_ksoddperiodic_finitediff.m</b> contains a similar vectorised ODE-discretisation of the Kuramoto-Sivashinsky PDE, but for the "odd-periodic" domain (u = u<sub>xx</sub> = 0 on x=0,L) and using a finite-difference scheme with error O(dx<sup>2</sup>).<b>code/research_kslyaps{.m,.sh}</b> contain the code that ran the computational experiments (using the above Lyapunov exponents code and the Kuramoto-Sivashinsky ODE-discretisations) to generate the Lyapunov spectra data using MATLAB 2016a on the School of Mathematical Sciences' maths1 Linux server in 2017.<b>Data</b><b>lyapexpts_ksperiodic.zip</b> contains the Lyapunov spectra computed for the Kuramoto-Sivashinsky PDE on the periodic domain. Each file has a filename of the form <b>LXYZpW.txt</b>, and contains the 24 most positive Lyapunov exponents computed on the periodic domain [0, L] where L = XYZ.W. (E.g., L097p4.txt contains the exponents for L=97.4.)<b>lyapexpts_ksoddperiodic.zip</b> contains the Lyapunov spectra computed for the Kuramoto-Sivashinsky PDE on the "odd-periodic" domain. Each file has a filename of the form <b>LXYZpW.txt</b>, and contains the 24 most positive Lyapunov exponents computed on the odd-periodic domain [0, L] where L=XYZ.W.
提供机构:
The University of Adelaide
创建时间:
2024-07-12



