most citedData-driven identification of nonlinear dynamical systems with LSTM autoencoders and Normalizing Flows

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nlin.CD2025

Data-driven nonlinear modal identification of nonlinear dynamical systems with physics-constrained Normalizing Flows

Abdolvahhab Rostamijavanani, Shanwu Li, Yongchao Yang

Identifying the intrinsic coordinates or modes of the dynamical systems is essential to understand, analyze, and characterize the underlying dynamical behaviors of complex systems.…