activity
20022025
most citedRecurrence Plots for the Analysis of Complex Systems

3.9k citations · 10.8k across the 58 of their papers we have counts for

collaborators

58 papers

physics.comp-ph2025★ 3 cited

Phase transitions in swarm optimization algorithms

Tomáš Vantuch, Ivan Zelinka, Andrew Adamatzky +1

Natural systems often exhibit chaotic behavior in their space-time evolution. Systems transiting between chaos and order manifest a potential to compute, as shown with cellular aut…

physics.ao-ph2025★ 46 cited

Nonlinear interactions between the Amazon River basin and the Tropical North Atlantic at interannual timescales

Alejandro Builes-Jaramillo, Norbert Marwan, Germán Poveda +1

We study the physical processes involved in the potential influence of Amazon (AM) hydroclimatology over the Tropical North Atlantic (TNA) Sea Surface Temperatures (SST) at interan…

physics.comp-ph2025★ 6 cited

Perturbations and Phase Transitions in Swarm Optimization Algorithms

Tomáš Vantuch, Ivan Zelinka, Andrew Adamatzky +1

Natural systems often exhibit chaotic behavior in their space-time evolution. Systems transiting between chaos and order manifest a potential to compute, as shown with cellular aut…

physics.data-an2025★ 94 cited

Recurrence threshold selection for obtaining robust recurrence characteristics in different embedding dimensions

K. Hauke Kraemer, Reik V. Donner, Jobst Heitzig +1

The appropriate selection of recurrence thresholds is a key problem in applications of recurrence quantification analysis and related methods across disciplines. Here, we discuss t…

physics.data-an2025★ 648 cited

Complex network approaches to nonlinear time series analysis

Yong Zou, Reik V. Donner, Norbert Marwan +2

In the last decade, there has been a growing body of literature addressing the utilization of complex network methods for the characterization of dynamical systems based on time se…

nlin.CD2025★ 3.9k cited

Recurrence Plots for the Analysis of Complex Systems

Norbert Marwan, Maria Carmen Romano, Marco Thiel +1

Recurrence is a fundamental property of dynamical systems, which can be exploited to characterise the system's behaviour in phase space. A powerful tool for their visualisation and…