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Michael (Misha) Chertkov |
Physics of Condensed Matter and Complex Systems, (new) private web-site: https://sites.google.com/site/mchertkov/ |
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Technical Staff
Member
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R.H. Dicke Fellow |
Ph.D. |
B.Sc. , M.Sc. |
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2002-present |
1996-1999 |
1996 |
1990 |
Fields of Interests:
Statistical
and
Mathematical Physics
applied to
Hydrodynamics, Optics, Information Theory and Computer Science
My
CV
and
Publications List
NEW project:
Optimization and Control Theory for Smart Grids
Mini-Course:
My Talks:
My Los Alamos/Santa Fe conferences:
Statistical Physics of Algorithms or Belief Propagation and Beyond
12/02-23/2007 [Weizmann] & 03/03-05/2008 [KITP-China] & Sep-Oct/2008 [LIDS-MIT]
Robust Broadcast-Communication Control of Electric Vehicle Charging
(10/05/2010)
Loop-based Relaxation in Combinatorial Problems of Graphical Coding
(09/2010)
Optimization and Control Theory for Smart Grids
(03/2010)
Non-Equilibrium Statistical Physics of Currents in Queuing Networks
(03/03/2010)
On Dense Graphical Models and Their Potential for Coding
(03/01/2010)
Belief Propagation & Beyond
(02/19/2010)
Diverse Worlds of Belief Propagation
(10/08/2009)
Tracking Particles by Passing Messages between Images
(09/22/2009)
Planar and Surface Graphical Models which are Easy
(09/01/2009)
Lagrangian Turbulence
(05/12/2009)
Planar Graphical Models which are Easy
(02/12/2009)
Statistical Inference with Gauges, Loops and Fermions
(10/15/2008)
Understanding and Reducing Error-Floors of Graphical Codes
(09/30/2008)
Statistical Inference and Loop Calculus in Physics, Computer Science and Information Theory
(06/26/2008)
Exactness of Belief Propagation for Some Graphical
Models with Loops
(01/29/2008)
Three lectures on Loop Calculus Approach to Graphical Models of Statistical Inference
(06/18-20/2007)
Physics of Algorithms: Loop Calculus in Information Theory and Statistical Physics
(06/04/2007)
Searching for low weight pseudo-codewords
(01/30/2007)
Loop Calculus: Exact Inference in terms of Belief Propagation
(01/26/2007)
Loop Calculus Improves Belief Propagation
(09/2006)
Analyzing and Decoding LDPC codes (09/2006)
Fluctuation theorem and entropy production in statistical mechanics and turbulence
(07/2006)
Improving analysis and performance of modern error-correction schemes:
a physics approach (04/2006)
Diagnosis of Weaknesses in Modern Error-Correction Codes: Physics Approach (2005)
Stretching and Tumbling of Polymers in a Random flow with Mean Shear (2005)
Effects of Surface Tension on Rayleigh-Taylor Turbulence (2005)
Lagrangian View of Turbulence (2004)
Error-Correction on a
tree: An instanton approach (2004)
Phenomenology of Rayleigh-Taylor Turbulence (2003)
Statistical Physics Approach to Evaluation Outage Probabilities in Fiber Optics (2003)
Shedding and
Interaction of solitons in imperfect medium (2002)
Lagrangian Phenomenology of Turbulence (2001)
Polymer
Stretching (2000)
Optimization and Control Theory for Smart Grids '2010, Aug 10-11, 2010
Physics of Algorithms, Aug 31 -Sep 4, 2009
Turbulence & Nonlinear Physics in 21st century: The pioneeing work of R.H. Kraichnan, May 11-12, 2009
Classical and Quantum Information Theory, March 24-28, 2008
Algorithms, Inference and Statistical Physics, May 1-4, 2007
2D Turbulence, Aug 28-Sep 1, 2006
Multiscale Interactions in Turbulent Flow, July 18-21, 2005
Applications of
Statistical Physics to Coding Theory, January 10-12, 2005
Statistical Physics of Macromolecules:
from electronic structure to fluid dynamics, May 17-21, 2004
Progress in Statistical
Hydrodynamics, March 25-29, 2002
Statistical and
Nonlinear Physics of Fiber Communications, March 12-16, 2001