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Michelle Girvan
Michelle Girvan
University of Maryland
Bestätigte E-Mail-Adresse bei umd.edu
Titel
Zitiert von
Zitiert von
Jahr
Community structure in social and biological networks
M Girvan, MEJ Newman
Proceedings of the national academy of sciences 99 (12), 7821-7826, 2002
201762002
Finding and evaluating community structure in networks
MEJ Newman, M Girvan
Physical review E 69 (2), 026113, 2004
182342004
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
12222018
Policing stabilizes construction of social niches in primates
JC Flack, M Girvan, FBM De Waal, DC Krakauer
Nature 439 (7075), 426-429, 2006
8822006
Structure of growing social networks
EM Jin, M Girvan, MEJ Newman
Physical review E 64 (4), 046132, 2001
7722001
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
6312017
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
4472020
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
3452018
The size of the sync basin
DA Wiley, SH Strogatz, M Girvan
Chaos: An Interdisciplinary Journal of Nonlinear Science 16 (1), 2006
3412006
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
3322017
Mixing patterns and community structure in networks
MEJ Newman, M Girvan
Statistical mechanics of complex networks, 66-87, 2003
2332003
Simple model of epidemics with pathogen mutation
M Girvan, DS Callaway, MEJ Newman, SH Strogatz
Physical Review E 65 (3), 031915, 2002
1422002
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
1362009
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
1262009
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
1122011
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
1042008
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
1002019
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
872012
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
822020
Optimal design, robustness, and risk aversion
MEJ Newman, M Girvan, JD Farmer
Physical Review Letters 89 (2), 028301, 2002
812002
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