Data-driven discovery and extrapolation of parameterized pattern-forming dynamics

Pattern-forming systems can exhibit a diverse array of complex behaviors as external parameters are varied, enabling a variety of useful functions in biological and engineered systems. First-principles derivations of the underlying transitions can be characterized using bifurcation theory on model s...

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Bibliographic Details
Main Authors: Zachary G. Nicolaou, Guanyu Huo, Yihui Chen, Steven L. Brunton, J. Nathan Kutz
Format: Article
Language:English
Published: American Physical Society 2023-11-01
Series:Physical Review Research
Online Access:http://doi.org/10.1103/PhysRevResearch.5.L042017