Network science

cosmos 6th September 2017 at 12:23am
MMathPhys Systems science

MMathPhys course mostly about Network Theory

Books

Networks: An introduction - NewmanInteractive network science book

See books by Barabasi et al., it has nice ones.

Other research articles

Check wikipedia network science portal and others resources..

~my problem sheets here~

Oxford course website and blog.

Some important classes of networks:

Apollonian networks


Empirical study of Networks


Fundamentals of network theory

Mathematics of networks

Measures and metrics for networks

Large-scale structure of networks


Computer algorithms

Basic concepts of algorithms

Fundamental network algorithms

Matrix algorithms and graph partitioning


Network models

Random graphs

Random graphs with general degree distributions

Models of network formation

Other network models:


Processes on networks

Percolation and network resilience.

Epidemics on networks

Dynamical systems on networks

Network search


Further network measures and analytics

Community structure in networks

Network complexity

Statistical inference for networks


Review articles

Statistical mechanics of complex networks

Complex networks: Structure and dynamics

Others

Many many good references here on random and evolving networks: http://www.fzu.cz/~slanina/bookmark_files/bkm3-1.html

Multilayer networks

Multiplexing

Like air traffic, information flows through neuron 'hubs' in the brain, finds IU study

notes from sysbio DTC

Structure and Dynamics of Information Pathways in On-line Media