Kuramoto-Sivashinsky equation

Papers using Kuramoto-Sivashinsky equation (5)

A Novel Reservoir Computing Framework for Chaotic Time Series Prediction Using Time Delay Embedding and Random Fourier Features2025Data-Driven Forecasting of High-Dimensional Chaotic Systems with Long Short-Term Memory Networks2018 · 538 citesDEFM: Delay E mbedding based Forecast Machine for Time Series Forecasting by Spatiotemporal Information Transformation2020 · 1 citesNeural Dynamical Operator: Continuous Spatial-Temporal Model with Gradient-Based and Derivative-Free Optimization Methods2023 · 1 citesDeconstructing Recurrence, Attention, and Gating: Investigating the transferability of Transformers and Gated Recurrent Neural Networks in forecasting of dynamical systems2024 · 1 cites