activity
20232025
most citedUnifying Lyapunov exponents with probabilistic uncertainty quantification

1 citations · 1 across the 1 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2025

Data Denoising and Derivative Estimation for Data-Driven Modeling of Nonlinear Dynamical Systems

Jiaqi Yao, Lewis Mitchell, John Maclean +1

Data-driven modeling of nonlinear dynamical systems is often hampered by measurement noise. We propose a denoising framework, called Runge-Kutta and Total Variation Based Implicit…