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Michelle Girvan | Researchclopedia

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Michelle Girvan

Santa Fe Institute ORCID

139

Works

35,341

Citations

31

h-index

54

i10-index

Research Topics

Complex Network Analysis Techniques Neural Networks and Reservoir Computing Gene Regulatory Network Analysis

Affiliations

Santa Fe Institute2001–2025

Harvard University2017–2017

University of Liverpool2024–2024

Queen's University2005–2006

Cornell University2001–2004

Top Works

Community structure in social and biological networks

Michelle Girvan,M. E. J. Newman

200215,469 citations

Opinion Dynamics and Social Influence

Neural Networks and Applications

Finding and evaluating community structure in networks

Michelle G. Newman,Michelle Girvan

200413,962 citations

Model-Free Prediction of Large Spatiotemporally Chaotic Systems from Data: A Reservoir Computing Approach

Jaideep Pathak,Brian R. Hunt,et al.

20181,249 citations

Policing stabilizes construction of social niches in primates

Jessica C. Flack,Michelle Girvan,et al.

2006716 citations

Using machine learning to replicate chaotic attractors and calculate Lyapunov exponents from data

Jaideep Pathak,Zhixin Lu,et al.

2017601 citations

Structure of growing social networks

Emily Jin,Michelle Girvan,et al.

2001500 citations

Reservoir observers: Model-free inference of unmeasured variables in chaotic systems

Zhixin Lu,Jaideep Pathak,et al.

2017345 citations

The size of the sync basin

Daniel A. Wiley,Steven H. Strogatz,et al.

2006295 citations

Inflammatory profiles across the spectrum of disease reveal a distinct role for GM-CSF in severe COVID-19

Ryan S. Thwaites,Ashley Sanchez Sevilla Uruchurtu,et al.

2021254 citations