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Together with
Marc Mézard, we recently finished our book. It is
an introduction to a rich and rapidly evolving research field
at the interface between statistical physics, theretical computer
science/discrete mathematics, and coding/information theory.
It should be accessible to graduate students an researchers
without specific training in any of these three fields.
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The book has been published in 2009 by
Oxford University Press.
The (ambitious) title is `Information, Physics and Computation.'
(Below are some chapters in a not-final version.)
- Part A: Basics.
- Part B: Independent states.
- Part C: Graphical models and factor graphs.
- Part D: Belief propagation and its applications.
- Part E: Glassy phases, clustering transition
and all that.
- Part F: Notations, references.
Comments, suggestions, corrections are extremely welcome!
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Errata to the first OUP edition are here.
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You can also return to home.
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