| Community structure in social and biological networks M Girvan, MEJ Newman Proceedings of the national academy of sciences 99 (12), 7821-7826, 2002 | 19692 | 2002 |
| Finding and evaluating community structure in networks MEJ Newman, M Girvan Physical review E 69 (2), 026113, 2004 | 17830 | 2004 |
| Model-free prediction of large spatiotemporally chaotic systems from data: A reservoir computing approach J Pathak, B Hunt, M Girvan, Z Lu, E Ott Physical review letters 120 (2), 024102, 2018 | 1144 | 2018 |
| Policing stabilizes construction of social niches in primates JC Flack, M Girvan, FBM De Waal, DC Krakauer Nature 439 (7075), 426-429, 2006 | 857 | 2006 |
| Structure of growing social networks EM Jin, M Girvan, MEJ Newman Physical review E 64 (4), 046132, 2001 | 762 | 2001 |
| Using machine learning to replicate chaotic attractors and calculate Lyapunov exponents from data J Pathak, Z Lu, BR Hunt, M Girvan, E Ott Chaos: An Interdisciplinary Journal of Nonlinear Science 27 (12), 2017 | 590 | 2017 |
| Backpropagation algorithms and reservoir computing in recurrent neural networks for the forecasting of complex spatiotemporal dynamics PR Vlachas, J Pathak, BR Hunt, TP Sapsis, M Girvan, E Ott, ... Neural Networks 126, 191-217, 2020 | 407 | 2020 |
| The size of the sync basin DA Wiley, SH Strogatz, M Girvan Chaos: An Interdisciplinary Journal of Nonlinear Science 16 (1), 2006 | 335 | 2006 |
| Hybrid forecasting of chaotic processes: Using machine learning in conjunction with a knowledge-based model J Pathak, A Wikner, R Fussell, S Chandra, BR Hunt, M Girvan, E Ott Chaos: An Interdisciplinary Journal of Nonlinear Science 28 (4), 2018 | 322 | 2018 |
| Reservoir observers: Model-free inference of unmeasured variables in chaotic systems Z Lu, J Pathak, B Hunt, M Girvan, R Brockett, E Ott Chaos: An Interdisciplinary Journal of Nonlinear Science 27 (4), 2017 | 311 | 2017 |
| Mixing patterns and community structure in networks MEJ Newman, M Girvan Statistical mechanics of complex networks, 66-87, 2003 | 224 | 2003 |
| Simple model of epidemics with pathogen mutation M Girvan, DS Callaway, MEJ Newman, SH Strogatz Physical Review E 65 (3), 031915, 2002 | 140 | 2002 |
| The effect of network topology on the stability of discrete state models of genetic control A Pomerance, E Ott, M Girvan, W Losert Proceedings of the National Academy of Sciences 106 (20), 8209-8214, 2009 | 134 | 2009 |
| Spectral properties of networks with community structure S Chauhan, M Girvan, E Ott Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 80 (5 …, 2009 | 123 | 2009 |
| Predicting maximum tree heights and other traits from allometric scaling and resource limitations CP Kempes, GB West, K Crowell, M Girvan PLoS One 6 (6), e20551, 2011 | 109 | 2011 |
| External periodic driving of large systems of globally coupled phase oscillators TM Antonsen, RT Faghih, M Girvan, E Ott, J Platig Chaos: An Interdisciplinary Journal of Nonlinear Science 18 (3), 2008 | 98 | 2008 |
| Continuous versus Discontinuous Transitions in the -Dimensional Generalized Kuramoto Model: Odd is Different S Chandra, M Girvan, E Ott Physical Review X 9 (1), 011002, 2019 | 91 | 2019 |
| Onset of irreversibility in cyclic shear of granular packings S Slotterback, M Mailman, K Ronaszegi, M Van Hecke, M Girvan, ... Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 85 (2 …, 2012 | 87 | 2012 |
| Optimal design, robustness, and risk aversion MEJ Newman, M Girvan, JD Farmer Physical Review Letters 89 (2), 028301, 2002 | 80 | 2002 |
| Combining machine learning with knowledge-based modeling for scalable forecasting and subgrid-scale closure of large, complex, spatiotemporal systems A Wikner, J Pathak, B Hunt, M Girvan, T Arcomano, I Szunyogh, ... Chaos: An Interdisciplinary Journal of Nonlinear Science 30 (5), 2020 | 79 | 2020 |
Mark NewmanProfessor of Physics, University of Michigan在 umich.edu 的电子邮件经过验证
