output
20112025
most citedComplex network approaches to nonlinear time series analysis

648 citations

Showing 2019Show all

6 papers · 1 filter

physics.soc-ph2019★ 55 cited

A network-based microfoundation of Granovetter's threshold model for social tipping

Marc Wiedermann, E. Keith Smith, Jobst Heitzig +1

Social tipping, where minorities trigger larger populations to engage in collective action, has been suggested as one key aspect in addressing contemporary global challenges. Here,…

physics.geo-ph2019★ 106 cited

Emergence of cascading dynamics in interacting tipping elements of ecology and climate

Ann Kristin Klose, Volker Karle, Ricarda Winkelmann +1

In ecology, climate and other fields, (sub)systems have been identified that can transition into a qualitatively different state when a critical threshold or tipping point in a dri…

physics.soc-ph2019★ 56 cited

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…

physics.soc-ph2019★ 26 cited

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…

physics.soc-ph2019★ 21 cited

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…

nlin.CD2019★ 77 cited

Dynamics of Tipping Cascades on Complex Networks

Jonathan Krönke, Nico Wunderling, Ricarda Winkelmann +4

Tipping points occur in diverse systems in various disciplines such as ecology, climate science, economy or engineering. Tipping points are critical thresholds in system parameters…