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Top Articles

#TitleJournalYearCitations
1Simplicial complexes: higher-order spectral dimension and dynamicsJournal of Physics Complexity202055
2Simplicial contagion in temporal higher-order networksJournal of Physics Complexity202152
3Dynamical systems on hypergraphsJournal of Physics Complexity202045
4Random walks and community detection in hypergraphsJournal of Physics Complexity202132
5Socio-economic disparities and COVID-19 in the USAJournal of Physics Complexity202129
6The changing notion of chimera states, a critical reviewJournal of Physics Complexity202128
7Modelling non-linear consensus dynamics on hypergraphsJournal of Physics Complexity202124
8Complex systems in the spotlight: next steps after the 2021 Nobel Prize in PhysicsJournal of Physics Complexity202324
9Model-free control of dynamical systems with deep reservoir computingJournal of Physics Complexity202123
10EEG functional connectivity and deep learning for automatic diagnosis of brain disorders: Alzheimer’s disease and schizophreniaJournal of Physics Complexity202223
11Reciprocity, community detection, and link prediction in dynamic networksJournal of Physics Complexity202221
12Extreme events in globally coupled chaotic mapsJournal of Physics Complexity202120
13High-order phase reduction for coupled oscillatorsJournal of Physics Complexity202120
14Topological data analysis of task-based fMRI data from experiments on schizophreniaJournal of Physics Complexity202119
15The topological Dirac equation of networks and simplicial complexesJournal of Physics Complexity202119
16Emergence of transient chaos and intermittency in machine learningJournal of Physics Complexity202118
17Nanoscale neuromorphic networks and criticality: a perspectiveJournal of Physics Complexity202118
18Entropy, free energy, symmetry and dynamics in the brainJournal of Physics Complexity202218
19Brain criticality beyond avalanches: open problems and how to approach themJournal of Physics Complexity202117
20A perspective on complexity and networks scienceJournal of Physics Complexity202016
21Memory selection and information switching in oscillator networks with higher-order interactionsJournal of Physics Complexity202116
22Digraphs are different: why directionality matters in complex systemsJournal of Physics Complexity202015
23Universality of delay-time averages for financial time series: analytical results, computer simulations, and analysis of historical stock-market pricesJournal of Physics Complexity202115
24Beyond COVID-19: network science and sustainable exit strategiesJournal of Physics Complexity202115
25Classical information theory of networksJournal of Physics Complexity202013
26Coincidence complex networksJournal of Physics Complexity202213
27A devil’s advocate view on ‘self-organized’ brain criticalityJournal of Physics Complexity202112
28A unified theory of E/I synaptic balance, quasicritical neuronal avalanches and asynchronous irregular spikingJournal of Physics Complexity202112
29Complex systems approaches for Earth system data analysisJournal of Physics Complexity202111
30Explicit construction of joint multipoint statistics in complex systemsJournal of Physics Complexity202111
31Chaos and coexisting attractors in replicator-mutator mapsJournal of Physics Complexity202110
32Transient chaos enforces uncertainty in the British power gridJournal of Physics Complexity202110
33Analyzing mass media influence using natural language processing and time series analysisJournal of Physics Complexity202010
34Predicting future links with new nodes in temporal academic networksJournal of Physics Complexity202210
35No-boarding buses: agents allowed to cooperate or defectJournal of Physics Complexity20209
36Transition to synchrony in chiral active particlesJournal of Physics Complexity20219
37The impact of chaotic saddles on the synchronization of complex networks of discrete-time unitsJournal of Physics Complexity20219
38Phase separation and scaling in correlation structures of financial marketsJournal of Physics Complexity20219
39Higher-order models capture changes in controllability of temporal networksJournal of Physics Complexity20218
40Ising model with variable spin/agent strengthsJournal of Physics Complexity20208
41Analytical evidence of nonlinearity in qubits and continuous-variable quantum reservoir computingJournal of Physics Complexity20218
42Statistical physics of network structure and information dynamicsJournal of Physics Complexity20228
43Criticality and network structure drive emergent oscillations in a stochastic whole-brain modelJournal of Physics Complexity20228
44Hyperharmonic analysis for the study of high-order information-theoretic signalsJournal of Physics Complexity20217
45Time-dependent relaxation of observables in complex quantum systemsJournal of Physics Complexity20207
46Deconstructing scale-free neuronal avalanches: behavioral transitions and neuronal responseJournal of Physics Complexity20217
47Discrete curvature on graphs from the effective resistance*Journal of Physics Complexity20227
48On the coordination dynamics of (animate) moving bodiesJournal of Physics Complexity20227
49Contact tracing in configuration modelsJournal of Physics Complexity20216
50New features of doubly transient chaos: complexity of decayJournal of Physics Complexity20216