Topology, vorticity, and limit cycle in a stabilized Kuramoto–Sivashinsky equation

Author:

Chen Yong-Cong1,Shi Chunxiao1,Kosterlitz J. M.2ORCID,Zhu Xiaomei34,Ao Ping1

Affiliation:

1. Shanghai Center for Quantitative Life Sciences & Physics Department, Shanghai University, Shanghai 200444, China

2. Department of Physics, Brown University, Providence, RI 02912

3. Key Laboratory of Optical Technology and Instrument for Medicine, Ministry of Education, School of Optical-Electrical Computer Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China

4. Shanghai Key Lab of Modern Optical System, School of Optical-ElectricalComputer Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China

Abstract

A noisy stabilized Kuramoto–Sivashinsky equation is analyzed by stochastic decomposition. For values of the control parameter for which periodic stationary patterns exist, the dynamics can be decomposed into diffusive and transverse parts which act on a stochastic potential. The relative positions of stationary states in the stochastic global potential landscape can be obtained from the topology spanned by the low-lying eigenmodes which interconnect them. Numerical simulations confirm the predicted landscape. The transverse component also predicts a universal class of vortex-like circulations around fixed points. These drive nonlinear drifting and limit cycle motion of the underlying periodic structure in certain regions of parameter space. Our findings might be relevant in studies of other nonlinear systems such as deep learning neural networks.

Funder

Partial support from the Shanghai Center for Quantitative Life Sciencess

Publisher

Proceedings of the National Academy of Sciences

Subject

Multidisciplinary

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