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Michelle Girvan

Santa Fe Institute · US
Area of research
Statistical and Nonlinear Physics · Artificial Intelligence
Research interest
Research interests include Complex Network Analysis Techniques, Neural Networks and Reservoir Computing, Opinion Dynamics and Social Influence, and Gene Regulatory Network Analysis.
h-index
31
citations
35,843
works
140
NIH funding
primary concept
email

Recent publications

Hybridizing traditional and next-generation reservoir computing to accurately and efficiently forecast dynamical systems
Chaos An Interdisciplinary Journal of Nonlinear Science 2024cited by 20position: lastdoi
Inflammatory profiles across the spectrum of disease reveal a distinct role for GM-CSF in severe COVID-19
Science Immunology 2021cited by 257position: middledoi
Reservoir observers: Model-free inference of unmeasured variables in chaotic systems
Chaos An Interdisciplinary Journal of Nonlinear Science 2017cited by 348position: middledoi
Mixing patterns and community structure in networks
2013cited by 129position: last

Grants

REU Site: Training and Research Experiences in Nonlinear Dynamics (TREND)
NSF1461089$352,8552015–2019PIRePORTER
Research Experiences for Undergraduates (REU) Site: Training and Research Experiences in Nonlinear Dynamics (TREND)
NSF1156454$354,0432012–2016PIRePORTER
Conference: Dynamics Days 2012
NSF1159421$15,0002011–2012PIRePORTER

Frequent collaborators

Brian R. Hunt · University of Maryland, College Park1 papers (2017–2017)Zhixin Lu · Shanghai Medical College of Fudan University1 papers (2017–2017)Thomas M. Antonsen · University of Maryland, College Park1 papers (2024–2024)Edward Ott · University of Maryland, College Park1 papers (2017–2017)Jaideep Pathak · University of Maryland, College Park1 papers (2017–2017)Ravi Chepuri · University of Maryland, College Park1 papers (2024–2024)Dael Amzalag · University of Chicago1 papers (2024–2024)Roger W. Brockett · University of Maryland, College Park1 papers (2017–2017)