170 citations · 170 across the 1 of their papers we have counts for
2 papers
math.DS2022★ 170 cited
Data-Driven Modeling and Prediction of Non-Linearizable Dynamics via Spectral Submanifolds
Mattia Cenedese, Joar Axås, Bastian Bäuerlein +2
We develop a methodology to construct low-dimensional predictive models from data sets representing essentially nonlinear (or non-linearizable) dynamical systems with a hyperbolic…
physics.flu-dyn2020
Phase-lag predicts nonlinear response maxima in liquid-sloshing experiments
Bastian Bäuerlein, Kerstin Avila
Mass-spring models are essential for the description of sloshing resonances in engineering. By experimentally measuring the liquid's centre of mass in a horizontally oscillated rec…