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List of Publications
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Cluster expansions in dilute systems:
applications to satisfiability problems and spin glasses
Guilhem Semerjian, Leticia F. Cugliandolo,
cond-mat/0102259 ,
Phys. Rev. E 64, 036115 (2001)
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Sparse random matrices: the eigenvalue spectrum revisited
Guilhem Semerjian, Leticia F. Cugliandolo,
cond-mat/0202406 ,
J. Phys. A 35, 4837 (2002)
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Dynamics of dilute disordered models: a solvable case
Guilhem Semerjian, Leticia F. Cugliandolo,
cond-mat/0204613 ,
Europhys. Lett. 61, 247 (2003)
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Relaxation and Metastability in the RandomWalkSAT search procedure
Guilhem Semerjian, Remi Monasson,
cond-mat/0301272 ,
Phys. Rev. E 67, 066103 (2003)
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A Study of Pure Random Walk on Random Satisfiability Problems with "Physical" Methods
Guilhem Semerjian, Remi Monasson,
Proceedings of the SAT 2003 conference, E. Giunchiglia and A. Tacchella eds., Lecture Notes in Computer Science (Springer) 2919, 120 (2004).
Postscript file
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Approximate analysis of search algorithms with "physical" methods
Simona Cocco, Remi Monasson, Andrea Montanari, Guilhem Semerjian,
cs.CC/0302003 , in Computational Complexity and Statistical Physics,
A. Percus, G. Istrate and C. Moore eds. (Oxford University Press), 63 (2006).
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On the stochastic dynamics of disordered spin models
Guilhem Semerjian, Leticia F. Cugliandolo, Andrea Montanari,
cond-mat/0304333 ,
J. Stat. Phys. 115, 493 (2004)
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Approximation schemes for the dynamics of diluted spin models: the Ising ferromagnet on a Bethe lattice
Guilhem Semerjian, Martin Weigt
cond-mat/0402451 ,
J. Phys. A 37, 5525 (2004)
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From Large Scale Rearrangements to Mode Coupling Phenomenology
Andrea Montanari, Guilhem Semerjian
cond-mat/0412023 ,
Phys. Rev. Lett. 94, 247201 (2005)
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An algorithm for counting circuits: application to real-world and random graphs
Enzo Marinari, Remi Monasson, Guilhem Semerjian
cond-mat/0507525 ,
Europhys. Lett. 73, 8 (2006)
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On the dynamics of the glass transition on Bethe lattices
Andrea Montanari, Guilhem Semerjian
cond-mat/0509366 ,
J. Stat. Phys. 124, 103 (2006)
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Rigorous Inequalities between Length and Time Scales in Glassy Systems
Andrea Montanari, Guilhem Semerjian
cond-mat/0603018 ,
J. Stat. Phys. 125, 23 (2006)
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On the number of circuits in random graphs
Enzo Marinari, Guilhem Semerjian
cond-mat/0603657 ,
J. Stat. Mech. P06019 (2006)
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Gibbs States and the Set of Solutions of Random Constraint Satisfaction Problems
Florent Krzakala, Andrea Montanari, Federico Ricci-Tersenghi, Guilhem Semerjian, Lenka Zdeborova
cond-mat/0612365 , Proc. Natl. Acad. Sci. 104, 10318 (2007)
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Finding long cycles in graphs
Enzo Marinari, Guilhem Semerjian, Valery Van Kerrebroeck
cond-mat/0702613 ,
Phys. Rev. E 75, 066708 (2007)
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On the freezing of variables in random constraint satisfaction problems
Guilhem Semerjian
arXiv/0705.2147 ,
J. Stat. Phys. 130, 251 (2008)
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Solving Constraint Satisfaction Problems through Belief Propagation-guided decimation
Andrea Montanari, Federico Ricci-Tersenghi, Guilhem Semerjian
arXiv/0709.1667 , Allerton 07
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A review of the Statistical Mechanics approach to Random Optimization Problems
Fabrizio Altarelli, Remi Monasson, Guilhem Semerjian, Francesco Zamponi
arXiv/0802.1829 , in "Handbook of Satisfiability",
A. Biere, M.J.H. Heule, H. van Maaren and T. Walsh eds.,
page 569, IOS press (2009)
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Clusters of solutions and replica symmetry breaking in random k-satisfiability
Andrea Montanari, Federico Ricci-Tersenghi, Guilhem Semerjian
arXiv/0802.3627 ,
J. Stat. Mech. P04004 (2008)
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On the path integral representation for quantum spin models and its application to the quantum cavity method and to Monte Carlo simulations
Florent Krzakala, Alberto Rosso, Guilhem Semerjian, Francesco Zamponi
arXiv/0807.2553 ,
Phys. Rev. B 78, 134428 (2008)
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Exact solution of the Bose-Hubbard model on the Bethe lattice
Guilhem Semerjian, Marco Tarzia and Francesco Zamponi
arXiv/0904.3075 ,
Phys. Rev. B 80, 014524 (2009)
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On the cavity method for decimated random constraint satisfaction
problems and the analysis of belief propagation guided decimation
algorithms
Federico Ricci-Tersenghi and Guilhem Semerjian
arXiv/0904.3395 ,
J Stat. Mech. P09001 (2009)
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First-order transitions for random optimization problems in a transverse field
Thomas Jorg, Florent Krzakala, Guilhem Semerjian and Francesco Zamponi
arXiv/0911.3438
Ph.D. Manuscript
Title : Modèles dilués en physique statistique :
Dynamiques hors d'équilibre et algorithmes d'optimisation
Soutenue le 18 juin 2004.
Available at
cond-mat/0406682 ,
and on the CCSD server .