13 citations · 21 across the 2 of their papers we have counts for
2 papers
stat.ML2023★ 8 cited
Learning Dynamical Systems from Data: A Simple Cross-Validation Perspective, Part V: Sparse Kernel Flows for 132 Chaotic Dynamical Systems
Lu Yang, Xiuwen Sun, Boumediene Hamzi +2
Regressing the vector field of a dynamical system from a finite number of observed states is a natural way to learn surrogate models for such systems. A simple and interpretable wa…
stat.AP2021★ 13 cited
On unified framework for nonlinear grey system models: an integro-differential equation perspective
Lu Yang, Naiming Xie, Baolei Wei +1
Nonlinear grey system models, serving to time series forecasting, are extensively used in diverse areas of science and engineering. However, most research concerns improving classi…