1 citations · 1 across the 1 of their papers we have counts for
6 papers
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…
Earth system modeling with endogenous and dynamic human societies: the copan:CORE open World-Earth modeling framework
Jonathan F. Donges, Jobst Heitzig, Wolfram Barfuss +9
Analysis of Earth system dynamics in the Anthropocene requires to explicitly take into account the increasing magnitude of processes operating in human societies, their cultures, e…
Deep reinforcement learning in World-Earth system models to discover sustainable management strategies
Felix M. Strnad, Wolfram Barfuss, Jonathan F. Donges +1
Increasingly complex, non-linear World-Earth system models are used for describing the dynamics of the biophysical Earth system and the socio-economic and socio-cultural World of h…
The physics of governance networks: critical transitions in contagion dynamics on multilayer adaptive networks with application to the sustainable use of renewable resources
Fabian Geier, Wolfram Barfuss, Marc Wiedermann +2
Adaptive networks are a versatile approach to model phenomena such as contagion and spreading dynamics, critical transitions and structure formation that emerge from the dynamic co…
Geometric effects in random assemblies of ellipses
Jakov Lovrić, Sara Kaliman, Wolfram Barfuß +2
Assemblies of anisotropic particles commonly appear in studies of active many-body systems. However, in two dimensions, the geometric ramifications of the finite density of such ob…
Deterministic limit of temporal difference reinforcement learning for stochastic games
Wolfram Barfuss, Jonathan F. Donges, Jürgen Kurths
Reinforcement learning in multiagent systems has been studied in the fields of economic game theory, artificial intelligence and statistical physics by developing an analytical und…