214 citations · 1.6k across the 62 of their papers we have counts for
26 papers · 1 filter
Self-similarity of mobility networks
Ying-Yue Lyu, Xiao-Yong Yan, Bin Jia +3
Mobility systems of people and goods are inherently multi-scale, spanning levels of organization from individual cities to regions and nations. Understanding whether mobility netwo…
Capital Inequality Induced Business Cycles
Sören Nagel, Jobst Heitzig, Eckehard Schöll
In this letter we present a stochastic dynamic model which can explain economic cycles. We show that the macroscopic description yields a complex dynamical landscape consisting of…
Learning Interpretable Collective Variables for Spreading Processes on Networks
Marvin Lücke, Stefanie Winkelmann, Jobst Heitzig +2
Collective variables (CVs) are low-dimensional projections of high-dimensional system states. They are used to gain insights into complex emergent dynamical behaviors of processes…
Conceptualizing World-Earth System resilience: Exploring transformation pathways towards a safe and just operating space for humanity
John M. Anderies, Wolfram Barfuss, Jonathan F. Donges +3
We develop a framework within which to conceptualize World-Earth System resilience. Our notion of World-Earth System resilience emphasizes the need to move beyond the basin of attr…
Quantifying Responsibility with Probabilistic Causation -- The Case of Climate Action
Sarah Hiller, Jobst Heitzig
Many real-world situations of ethical and economic relevance, such as collective (in)action with respect to the climate crisis, involve not only diverse agents whose decisions inte…
Resilience basins of complex systems: an application to prosumer impacts on power grids
Samuel Bien, Paul Schultz, Jobst Heitzig +1
Comparable to the traditional notion of stability in system dynamics, resilience is typically measured in a way that assesses the quality of a system's response, for example the sp…