Regensburg 2010 – wissenschaftliches Programm

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SYEL: Symposium Energy Landscapes: Statistical Physics of (Spin-)Glasses, Biomolecules, Clusters and Optimization Problems

SYEL 1: Energy Landscapes: Statistical Physics of (Spin-)Glasses, Biomolecules, Clusters and Optimization Problems (SYEL)

SYEL 1.6: Hauptvortrag

Montag, 22. März 2010, 12:30–13:00, H1

Statistical physics of inverse problems — •Riccardo Zecchina — Politecnico di Torino, Italy

We will review some recent results in the statistical mechanics approaches to inverse problems and discuss applications in physics and biology.

Specifically we will show how statistical physics algorithms for inverse Ising, inverse Potts and for the identification of optimal connected sub-graphs of a given network can be used to unveil hidden interactions in biological systems from different types of large scale data.