140 citations · 384 across the 14 of their papers we have counts for
14 papers
Societal self-regulation induces complex infection dynamics and chaos
Joel Wagner, Simon Bauer, Sebastian Contreras +3
Classically, endemic infectious diseases are expected to display relatively stable, predictable infection dynamics. Accordingly, basic disease models such as the susceptible-infect…
Estimating fractal dimensions: a comparative review and open source implementations
George Datseris, Inga Kottlarz, Anton P. Braun +1
The fractal dimension is a central quantity in nonlinear dynamics and can be estimated via several different numerical techniques. In this review paper we present a self-contained…
Predicting Spatio-Temporal Time Series Using Dimension Reduced Local States
Jonas Isensee, George Datseris, Ulrich Parlitz
We present a method for both cross estimation and iterated time series prediction of spatio temporal dynamics based on reconstructed local states, PCA dimension reduction, and loca…
CaosDB - Research Data Management for Complex, Changing, and Automated Research Workflows
Timm Fitschen, Alexander Schlemmer, Daniel Hornung +3
Here we present CaosDB, a Research Data Management System (RDMS) designed to ensure seamless integration of inhomogeneous data sources and repositories of legacy data. Its primary…
Sustainability, collapse and oscillations of global climate, population and economy in a simple World-Earth model
Jan Nitzbon, Jobst Heitzig, Ulrich Parlitz
The Anthropocene is characterized by close interdependencies between the natural Earth system and the human society, posing novel challenges to model development. Here we present a…
Local observability of state variables and parameters in nonlinear modeling quantified by delay reconstruction
Ulrich Parlitz, Jan Schumann-Bischoff, Stefan Luther
Features of the Jacobian matrix of the delay coordinates map are exploited for quantifying the robustness and reliability of state and parameter estimations for a given dynamical m…