Michael (Misha) Chertkov |
Complex Systems
Group, |
Technical Staff
Member
|
R.H. Dicke Fellow |
Ph.D. |
B.Sc. , M.Sc. |
2002- |
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
My Talks:
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)
Mini-course on Statistical Physics of Algorithms
(12/02-23/2007 [Weizmann] & 03/03-05/2008 [KITP-China])
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)
My Los Alamos/Santa Fe conferences:
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