c01_intro - Phys 597A CMPS 497E Phys 597A, CMPS 497E Graphs...

Info iconThis preview shows pages 1–4. Sign up to view the full content.

View Full Document Right Arrow Icon
hys 597A CMPS 497E Phys 597A, CMPS 497E Graphs and Networks in Systems Biology ecturer: Réka Albert Lecturer: Réka Albert ralbert@phys.psu.edu 22 Davey Laboratory 122 Davey Laboratory
Background image of page 1

Info iconThis preview has intentionally blurred sections. Sign up to view the full version.

View Full DocumentRight Arrow Icon
Networks, networks everywhere Network infrastructure, social networking etwork - tool for understanding complex systems Network a tool for understanding complex systems Many non-identical elements connected by diverse interactions •E . g. interaction networks within cells: protein interactions, chemical reactions, gene regulation Graph measures provide information on interaction graphs Network models explain and predict properties of graph classes Network topology influences network robustness and the ynamics of flows dynamics of flows E.g. dynamics of molecular interaction networks determines the behavior of cells. Understand emergent properties – synchronization, phase transitions, homeostasis
Background image of page 2
Suggested reading on networks 1. A.-L. Barabási, Linked: The new science of networks. 2. D. J. Watts, Six degrees: The science of a connected age. 3. M. Newman, A.-L. Barabási, D. J. Watts (eds.), The Structure and Dynamics of Networks. G aldarelli Scale ree Networks: Complex webs in 4. G. Caldarelli, Scale-Free Networks: Complex webs in nature and technology. 5. F. Chung, L. Lu, Complex graphs and Networks. 6. R. Pastor-Satorras, A. Vespignani, Evolution and Structure of the Internet: A Statistical Physics Approach. 7. Center for Complex Network Research webpage http://www.barabasilab.com/ 24 July 2009 Science special section on Complex Systems 8. 24 July 2009 Science special section on Complex Systems and Networks.
Background image of page 3

Info iconThis preview has intentionally blurred sections. Sign up to view the full version.

View Full DocumentRight Arrow Icon
Image of page 4
This is the end of the preview. Sign up to access the rest of the document.

Page1 / 23

c01_intro - Phys 597A CMPS 497E Phys 597A, CMPS 497E Graphs...

This preview shows document pages 1 - 4. Sign up to view the full document.

View Full Document Right Arrow Icon
Ask a homework question - tutors are online