Physics – Condensed Matter – Disordered Systems and Neural Networks
Scientific paper
2012-01-27
PoS HRMS2010:023,2010
Physics
Condensed Matter
Disordered Systems and Neural Networks
"Quarks, Strings and the Cosmos" - Hector Rubinstein Memorial Symposium
Scientific paper
In this talk I will present some of the main difficulties we encounter in studying the large scale behavior of disordered systems. This presentation will be done using a field theory language. The difficulties in applying the standard renormalization group approach are due to the presence of strong non-perturbative effects that we do not know how to master. These difficulties are particular acute in the case of ferromagnets in random field, localized electrons, growth models and spin glasses. I will review the situation presenting at the end a promising approach based on fat diagrams.
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