Interested in learning about networks?

General Resources

• Network Science Notes by Phil Chodrow and Heather Zinn Brooks 

• Networks Class Website at Cambridge University

• Textbook: Networks by Mark Newman

• Short Book: Dynamical Systems on Networks: A Tutorial by James Gleeson and Mason Porter

• Survey Paper: Multilayer networks by M. Kivelä, A. Arenas, M. Barthelemy, J.P. Gleeson, Y. Moreno, and M.A. Porter 

• Survey Paper: What Are Higher-Order Networks? by Christian Bick, Elizabeth Gross, Heather A. Harrington, and Michael T. Schaub

Applications

Opinion Dynamics:

• Survey paper: From classical to modern opinion dynamics by Hossein Noorazar, Kevin R. Vixie, Arghavan Talebanpour, and Yunfeng Hu

• Survey paper: Bounded confidence opinion dynamics: A survey by Carmela Bernardo, Claudio Altafini, Anton Proskurnikov, and Francesco Vasca

Modeling:

• Compartmental Models: An introduction to compartmental modeling for the budding infectious disease modeler by Julie C. Blackwood and Lauren M. Childs

• Election Forecasting: Forecasting Elections Using Compartmental Models of Infection by Alexandria Volkening, Daniel F. Linder, Mason A. Porter, and Grzegorz A. Rempala 

• Data-Driven Modeling: A primer on data-driven modeling by Alexandria Volkening

• Modeling Social Systems: A tutorial on networks in social systems: A mathematical modeling perspective by Heather Zinn Brooks