Seminar Details:

LANS Informal Seminar
"Multiscale Methods in the "Big Data" World of Networks"

DATE: April 26, 2012

TIME: 10:30:00 - 11:30:00
SPEAKER: Ilya Safro, Argonne Scholar, LANS
LOCATION: Building 240, 4301, Argonne National Laboratory

Description:
In many real-world problems, a big scale gap can be observed between micro- and macroscopic scales of the problem because of the difference in mathematical (engineering, social, biological, physical, etc.) models and/or laws at different scales. The main objective of the multiscale algorithms is to create hierarchies of coarse problems, each representing the original problem at different scales with fewer degrees of freedom. We will discuss different strategies of creating these hierarchies and other components of multiscale methods for several problems related to the network science: compression, partitioning, response to infection spread and cyber attacks, and generation of artificial networks.


 

Please send questions or suggestions to Debojyoti Ghosh: ghosh at mcs dot anl dot gov.