How entropic regression beats the outliers problem in nonlinear system identification

Exact Recovery of Chaotic Systems from Highly Corrupted Data

(2017) Giang Tran et al.   MULTISCALE MODELING & SIMULATION

Data based identification and prediction of nonlinear and complex dynamical systems

(2016) Wen-Xu Wang et al.   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

Discovering governing equations from data by sparse identification of nonlinear dynamical systems

(2016) Steven L. Brunton et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Causal Network Inference by Optimal Causation Entropy

(2015) Jie Sun et al.   SIAM JOURNAL ON APPLIED DYNAMICAL SYSTEMS

Identifying the Coupling Structure in Complex Systems through the Optimal Causation Entropy Principle

(2014) Jie Sun et al.   Entropy

Predicting Catastrophes in Nonlinear Dynamical Systems by Compressive Sensing

(2011) Wen-Xu Wang et al.   PHYSICAL REVIEW LETTERS

Adaptive algorithms for sparse system identification

(2011) Nicholas Kalouptsidis et al.   SIGNAL PROCESSING

An extended orthogonal forward regression algorithm for system identification using entropy

(2008) L. Z. Guo et al.   INTERNATIONAL JOURNAL OF CONTROL

Unstable recurrent patterns in Kuramoto-Sivashinsky dynamics

(2008) Yueheng Lan et al.   PHYSICAL REVIEW E