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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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6 papers · 1 filter

nlin.CD2017★ 19 cited

Bounding the first exit from the basin: Independence Times and Finite-Time Basin Stability

Paul Schultz, Frank Hellmann, Kevin N. Webster +1

We study the stability of deterministic systems given sequences of large, jump-like perturbations. Our main result is to dervie a lower bound for the probability of the system to r…

nlin.CD2017★ 14 cited

Recovery time after localized perturbations in complex dynamical networks

Chiranjit Mitra, Tim Kittel, Anshul Choudhary +2

Maintaining the synchronous motion of dynamical systems interacting on complex networks is often critical to their functionality. However, real-world networked dynamical systems op…

nlin.CD2016★ 34 cited

Synchronization in Delayed Multiplex Networks

Aradhana Singh, Saptarshi Ghosh, Sarika Jalan +1

We study impact of multiplexing on the global phase synchronizability of different layers in the delayed coupled multiplex networks. We find that at strong couplings, the multiplex…

nlin.CD2016★ 53 cited

Potentials and Limits to Basin Stability Estimation

Paul Schultz, Peter J. Menck, Jobst Heitzig +1

Stability assessment methods for dynamical systems have recently been complemented by basin stability and derived measures, i.e. probabilistic statements whether systems remain in…

nlin.CD2015★ 44 cited

Stability threshold approach for complex dynamical systems

Vladimir V. Klinshov, Vladimir I. Nekorkin, Jürgen Kurths

A new measure to characterize stability of complex dynamical systems against large perturbation is suggested, the stability threshold (ST). It quantifies the magnitude of the weake…

nlin.CD2013★ 101 cited

Recurrence Plots 25 years later -- gaining confidence in dynamical transitions

Norbert Marwan, Stefan Schinkel, Jürgen Kurths

Recurrence plot based time series analysis is widely used to study changes and transitions in the dynamics of a system or temporal deviations from its overall dynamical regime. How…