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physics.data-an2020★ 1 cited
Cluster-based network modeling -- automated robust modeling of complex dynamical systems
Daniel Fernex, Bernd R. Noack, Richard Semaan
We propose a universal method for data-driven modeling of complex nonlinear dynamics from time-resolved snapshot data without prior knowledge. Complex nonlinear dynamics govern man…
physics.data-an2019
SCOUT: Signal Correction and Uncertainty Quantification Toolbox in MATLAB
Richard Semaan, Vikas Yadav
This manuscript describes the software package SCOUT, which analyzes, characterizes, and corrects one-dimensional signals. Specifically, it allows to check and correct for stationa…