Michelle Girvan, Ph.D.
Affiliations: | Physics | University of Maryland, College Park, College Park, MD | |
| 2004 | Cornell University, Ithaca, NY, United States |
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Parents
Sign in to add mentor| Steven Henry Strogatz | grad student | Cornell (MathTree) | ||
| James P. Sethna | grad student | 2004 | Cornell | |
| (The structure and dynamics of complex networks: A statistical physics and dynamical systems approach.) | ||||
Children
Sign in to add trainee| Kimberly Glass | grad student | 2010 | University of Maryland |
| John Platig | grad student | 2013 | University of Maryland |
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Publications
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| Chandra S, Ott E, Girvan M. (2020) Critical network cascades with re-excitable nodes: Why treelike approximations usually work, when they break down, and how to correct them. Physical Review. E. 101: 062304 |
| Wikner A, Pathak J, Hunt B, et al. (2020) Combining machine learning with knowledge-based modeling for scalable forecasting and subgrid-scale closure of large, complex, spatiotemporal systems. Chaos (Woodbury, N.Y.). 30: 053111 |
| Vlachas PR, Pathak J, Hunt BR, et al. (2020) Backpropagation algorithms and Reservoir Computing in Recurrent Neural Networks for the forecasting of complex spatiotemporal dynamics. Neural Networks : the Official Journal of the International Neural Network Society. 126: 191-217 |
| Chandra S, Girvan M, Ott E. (2019) Complexity reduction ansatz for systems of interacting orientable agents: Beyond the Kuramoto model. Chaos (Woodbury, N.Y.). 29: 053107 |
| Chandra S, Girvan M, Ott E. (2019) Continuous versus Discontinuous Transitions in the D -Dimensional Generalized Kuramoto Model: Odd D is Different Physical Review X. 9 |
| Lu Z, Pathak J, Hunt B, et al. (2017) Reservoir observers: Model-free inference of unmeasured variables in chaotic systems. Chaos (Woodbury, N.Y.). 27: 041102 |
| Chandra S, Hathcock D, Crain K, et al. (2017) Modeling the network dynamics of pulse-coupled neurons. Chaos (Woodbury, N.Y.). 27: 033102 |
| Lu Z, Squires S, Ott E, et al. (2016) Inhibitory neurons promote robust critical firing dynamics in networks of integrate-and-fire neurons. Physical Review. E. 94: 062309 |
| Lu Z, Klein-Cardeña K, Lee S, et al. (2016) Resynchronization of circadian oscillators and the east-west asymmetry of jet-lag. Chaos (Woodbury, N.Y.). 26: 094811 |
| Burghardt K, Rand W, Girvan M. (2016) Competing opinions and stubborness: Connecting models to data. Physical Review. E. 93: 032305 |