31 citations · 52 across the 3 of their papers we have counts for
3 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…
stat.AP2020★ 31 cited
On unified framework for continuous-time grey models: an integral matching perspective
Baolei Wei, Naiming Xie
Since most of the research about grey forecasting models is focused on developing novel models and improving accuracy, relatively limited attention has been paid to the modelling m…