Kuramoto-Sivashinsky (KS) equation
Emerging5papers using it
2018first seen
The Kuramoto-Sivashinsky (KS) equation is a nonlinear partial differential equation used to model and evaluate spatiotemporal dynamics in chaotic systems.
Papers using Kuramoto-Sivashinsky (KS) equation (5)
- A Novel Reservoir Computing Framework for Chaotic Time Series Prediction Using Time Delay Embedding and Random Fourier FeaturesData-Driven Forecasting of High-Dimensional Chaotic Systems with Long
Short-Term Memory NetworksDEFM: Delay E mbedding based Forecast Machine for Time Series
Forecasting by Spatiotemporal Information TransformationNeural Dynamical Operator: Continuous Spatial-Temporal Model with
Gradient-Based and Derivative-Free Optimization MethodsDeconstructing Recurrence, Attention, and Gating: Investigating the
transferability of Transformers and Gated Recurrent Neural Networks in
forecasting of dynamical systems