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Andrey_Lokhov

I am a staff scientist in Theoretical Division at Los Alamos National Laboratory.

CNLS, MS B258
Los Alamos National Laboratory
Los Alamos, NM 87545, United States

The most reliable way of contacting me: andrey.lokhov (at) gmail.com

Open positions:

  • I am searching for postdocs and students (graduate and undergraduate) interested in machine learning algorithms for physics-rich problems, check the positions anouncement page

News and events:

Research interests:

My research interests lie at the intersection of statistical physics, computer science and machine learning. I develop new statistical physics inspired algorithms to deal with hard problems in graphical models, machine learning, complex systems, quantum computing and data mining. I am also interested in general optimization, inverse, combinatorial and out-of-equilibrium problems on graphs. Check out the research higlights for details.

 Ising-1 DMPopt-1 CyberPhysical-1 DMPeqs-1

Past:

2015-2017 Postdoctoral fellow in the Physics of Condensed Matter and Complex Systems Group of Theoretical Division (T-4) and Center for Nonlinear StudiesLos Alamos National Laboratory, Los Alamos, United States

2011-2014 PhD in statistical physics at Laboratoire de Physique Théorique et Modèles Statistiques, Université Paris-Sud, Orsay, France
PhD thesis: Dynamic cavity method and problems on graphs, under supervision of Marc Mézard, defended on November 14, 2014

2010-2011 Master in theoretical physics at M2 CFP Physique Théorique, École Normale Supérieure, Paris, France
Master thesis: Physics of heavy flavors in QCD, under supervision of Gregory Korchemsky, defended in September 2011

2008-2011 Undergraduate studies at École Polytechnique, Palaiseau, France

2005-2011 Undergraduate studies at Novosibirsk State University, Novosibirsk, Russia

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