2 papers
physics.data-an2020
Analysis of a bistable climate toy model with physics-based machine learning methods
Maximilian Gelbrecht, Valerio Lucarini, Niklas Boers +1
We propose a comprehensive framework able to address both the predictability of the first and of the second kind for high-dimensional chaotic models. For this purpose, we analyse t…
nlin.AO2019
Monte Carlo Basin Bifurcation Analysis
Maximilian Gelbrecht, Jürgen Kurths, Frank Hellmann
Many high-dimensional complex systems exhibit an enormously complex landscape of possible asymptotic states. Here, we present a numerical approach geared towards analyzing such sys…