activity
20022024
most citedSolving Fokker-Planck equation using deep learning

157 citations · 977 across the 32 of their papers we have counts for

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Showing physics.soc-phShow all

5 papers · 1 filter

physics.soc-ph2022★ 7 cited

Teleconnections among Tipping Elements in the Earth System

Teng Liu, Dean Chen, Lan Yang +10

Tipping elements of the Earth system may shift abruptly and irreversibly from one state to another at tipping points, resulting in a growing threat to our society. Yet, it is not f…

physics.soc-ph2021★ 37 cited

Predicting Basin Stability of Power Grids using Graph Neural Networks

Christian Nauck, Michael Lindner, Konstantin Schürholt +5

The prediction of dynamical stability of power grids becomes more important and challenging with increasing shares of renewable energy sources due to their decentralized structure,…

physics.soc-ph2020★ 15 cited

Anticipation-induced social tipping -- Can the environment be stabilised by social dynamics?

Paul Manuel Müller, Jobst Heitzig, Jürgen Kurths +2

In the past decades human activities caused global Earth system changes, e.g., climate change or biodiversity loss. Simultaneously, these associated impacts have increased environm…

physics.soc-ph2017★ 9 cited

Rewiring hierarchical scale-free networks: Influence on synchronizability and topology

Chiranjit Mitra, Jürgen Kurths, Reik V. Donner

Many real-world complex networks simultaneously exhibit topological features of scale-free behaviour and hierarchical organization. In this regard, deterministic scale-free [A.-L.…

physics.soc-ph2016★ 13 cited

Explosive Phase Transition in a Majority-Vote Model with Inertia

Hanshuang Chen, Chuansheng Shen, Haifeng Zhang +3

We generalize the original majority-vote model by incorporating an inertia into the microscopic dynamics of the spin flipping, where the spin-flip probability of any individual dep…