45 citations · 74 across the 2 of their papers we have counts for
2 papers
nlin.CD2020★ 45 cited
Reduced-Order Models for Coupled Dynamical Systems: Data-driven Methods and the Koopman Operator
Manuel Santos Gutiérrez, Valerio Lucarini, Mickaël D. Chekroun +1
Providing efficient and accurate parametrizations for model reduction is a key goal in many areas of science and technology. Here we present a strong link between data-driven and t…
nlin.CD2019★ 29 cited
Response and Sensitivity Using Markov Chains
Manuel Santos Gutiérrez, Valerio Lucarini
Dynamical systems are often subject to forcing or changes in their governing parameters and it is of interest to study how this affects their statistical properties. A prominent re…