Data-driven selection of coarse-grained models of coupled oscillators

• Published in: Physical review research Vol. 2; no. 4; p. 043402
• Main Authors: Snyder, Jordan, Zlotnik, Anatoly, Lokhov, Andrey Y.
• Format: Journal Article
• Language: English
• Published: United States American Physical Society 22.12.2020

Systematic discovery of reduced-order closure models for multiscale processes remains an important open problem in complex dynamical systems. Even when an effective lower-dimensional representation exists, reduced models are difficult to obtain using solely analytical methods. Rigorous methodologies...