| # | Title | Journal | Year | Citations |
|---|
| 1 | Multilayer networks | Journal of Complex Networks | 2014 | 2,388 |
| 2 | Community Structure in Time-Dependent, Multiscale, and Multiplex Networks | Science | 2010 | 1,655 |
| 3 | Dynamic reconfiguration of human brain networks during learning | Proceedings of the National Academy of Sciences of the United States of America | 2011 | 1,399 |
| 4 | Mathematical Formulation of Multilayer Networks | Physical Review X | 2013 | 513 |
| 5 | Exploiting Nonlinear Recurrence and Fractal Scaling Properties for Voice Disorder Detection | BioMedical Engineering OnLine | 2007 | 476 |
| 6 | The physics of spreading processes in multilayer networks | Nature Physics | 2016 | 430 |
| 7 | Robust detection of dynamic community structure in networks | Chaos | 2013 | 400 |
| 8 | Task-Based Core-Periphery Organization of Human Brain Dynamics | PLoS Computational Biology | 2013 | 302 |
| 9 | Limit order books | Quantitative Finance | 2013 | 191 |
| 10 | Detecting Bipolar Depression From Geographic Location Data | IEEE Transactions on Biomedical Engineering | 2017 | 132 |
| 11 | Revisiting Date and Party Hubs: Novel Approaches to Role Assignment in Protein Interaction Networks | PLoS Computational Biology | 2010 | 128 |
| 12 | Community structure in Congressional cosponsorship networks | Physica A: Statistical Mechanics and Its Applications | 2008 | 125 |
| 13 | Accuracy of mean-field theory for dynamics on real-world networks | Physical Review E | 2012 | 113 |
| 14 | Optimal Design of Composite Granular Protectors | Mechanics of Advanced Materials and Structures | 2009 | 112 |
| 15 | The unreasonable effectiveness of tree-based theory for networks with clustering | Physical Review E | 2011 | 111 |
| 16 | Highly nonlinear solitary waves in heterogeneous periodic granular media | Physica D: Nonlinear Phenomena | 2009 | 105 |
| 17 | Highly nonlinear solitary waves in periodic dimer granular chains | Physical Review E | 2008 | 103 |
| 18 | Influence of network topology on sound propagation in granular materials | Physical Review E | 2012 | 100 |
| 19 | Extraction of force-chain network architecture in granular materials using community detection | Soft Matter | 2015 | 98 |
| 20 | Multi-stage complex contagions | Chaos | 2013 | 94 |
| 21 | Think locally, act locally: Detection of small, medium-sized, and large communities in large networks | Physical Review E | 2015 | 88 |
| 22 | Localized breathing modes in granular crystals with defects | Physical Review E | 2009 | 85 |
| 23 | Stochastic parametrizations and model uncertainty in the Lorenz ’96 system | Philosophical Transactions Series A, Mathematical, Physical, and Engineering Sciences | 2013 | 85 |
| 24 | Temporal evolution of financial-market correlations | Physical Review E | 2011 | 82 |
| 25 | The function of communities in protein interaction networks at multiple scales | BMC Systems Biology | 2010 | 79 |
| 26 | Taxonomies of networks from community structure | Physical Review E | 2012 | 79 |
| 27 | A simple generative model of collective online behavior | Proceedings of the National Academy of Sciences of the United States of America | 2014 | 78 |
| 28 | Structure of triadic relations in multiplex networks | New Journal of Physics | 2015 | 78 |
| 29 | Intrinsic energy localization through discrete gap breathers in one-dimensional diatomic granular crystals | Physical Review E | 2010 | 77 |
| 30 | A general theory of glacier surges | Journal of Glaciology | 2019 | 71 |
| 31 | Cross-linked structure of network evolution | Chaos | 2014 | 68 |
| 32 | Stochastic and Perturbed Parameter Representations of Model Uncertainty in Convection Parameterization* | Journals of the Atmospheric Sciences | 2015 | 63 |
| 33 | Predictability of Large Future Changes in a Competitive Evolving Population | Physical Review Letters | 2001 | 62 |
| 34 | Spectral tripartitioning of networks | Physical Review E | 2009 | 61 |
| 35 | Mathematical modeling of monoclonal conversion in the colonic crypt | Journal of Theoretical Biology | 2012 | 61 |
| 36 | Null models for community detection in spatially embedded, temporal networks | Journal of Complex Networks | 2016 | 56 |
| 37 | Mathematical modelling reveals cellular dynamics within tumour spheroids | PLoS Computational Biology | 2020 | 56 |
| 38 | Local and global instabilities of flow in a flexible-walled channel | European Journal of Mechanics, B/Fluids | 2009 | 52 |
| 39 | Nonlinear waves in disordered diatomic granular chains | Physical Review E | 2010 | 51 |
| 40 | Lost in transportation: Information measures and cognitive limits in multilayer navigation | Science Advances | 2016 | 48 |
| 41 | Matter-wave solitons with a periodic, piecewise-constant scattering length | Physical Review A | 2008 | 45 |
| 42 | Application of multi-agent games to the prediction of financial time series | Physica A: Statistical Mechanics and Its Applications | 2001 | 44 |
| 43 | Density-based and transport-based core-periphery structures in networks | Physical Review E | 2014 | 43 |
| 44 | Predicting the effects of deep brain stimulation using a reduced coupled oscillator model | PLoS Computational Biology | 2019 | 41 |
| 45 | Numerical methods for the computation of the confluent and Gauss hypergeometric functions | Numerical Algorithms | 2017 | 40 |
| 46 | A Rational Derivation of a Tube Law from Shell Theory | Quarterly Journal of Mechanics and Applied Mathematics | 2010 | 37 |
| 47 | Predicting the onset of high-frequency self-excited oscillations in elastic-walled tubes | Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences | 2010 | 37 |
| 48 | Estimating interevent time distributions from finite observation periods in communication networks | Physical Review E | 2015 | 37 |
| 49 | Mathematical models of bipolar disorder | Communications in Nonlinear Science and Numerical Simulation | 2009 | 36 |
| 50 | Robust Weak Chimeras in Oscillator Networks with Delayed Linear and Quadratic Interactions | Physical Review Letters | 2017 | 36 |
