Networks

Mark E. J. Newman, Anatol Rapoport Distinguished University Professor of Physics, University ofMichigan, USA

Mark Newman received a D.Phil. in physics from the University of Oxford in 1991 and conducted postdoctoral research at Cornell University before joining the staff of the Santa Fe Institute, a think-tank in New Mexico devoted to the study of complex systems. In 2002 he left Santa Fe for the University of Michigan, where he is currently Anatol Rapoport Distinguished University Professor of Physics and a professor in the university's Center for the Study of Complex Systems.

1. Introduction
Part I: The empirical study of networks
2. Technological networks
3. Networks of information
4. Social networks
5. Biological networks
Part II: Fundamentals of network theory
6. Mathematics of networks
7. Measures and metrics
8. Computer algorithms
9. Network statistics and measurement error
10. The structure of real-world networks
Part III: Network models
11. Random graphs
12. The configuration model
13. Models of network formation
Part IV: Applications
14. Community structure
15. Percolation and network resilience
16. Epidemics on netowkrs
17. Dynamical systems on networks
18. Network search