- Nonequilibrium systems
- Large deviation theory
- Introduction to dynamical large deviations of Markov processes

slides | lecture notes | video part 1 | video part 2

- Large deviation theory: From mathematics to physics and back
- Théorie des grandes déviations: Des mathématiques à la physique

slides - Large deviations in statistical mechanics

slides | video (wma) | video (flash) - Introduction to the theory
of large deviations: Theory,
applications, simulations

slides | lecture notes - Large deviations in noise-perturbed dynamical systems

basic lecture notes (without much text) - Path integrals for classical Markov processes

slides (with exercises)

- Long-range systems and nonconcave entropies

- From nonconcave
entropies to nonconvex fluctuation
functions

- Nonconcave
entropies from generalized canonical
ensembles

slides (English) | slides (French) - Poles of
partition functions

slides (long version) | slides (short version) - Other topics
- Information and
control: A tale of statistical physics and
engineering

- Topological
pressure, free energy, equilibrium
states and all that

- Legendre-Fenchel
transform of convex and nonconvex
functions

- Limitations of
statistical
mechanics: Hints from large deviation
theory

- Granular
Brownian motion with solid friction

- Procedural vs
functional
programming: Basic examples with
Mathematica

- How connected are you? Putting some network science in your life

slides | London transport clip | Blog | YouTube video

- Complex networks: From Facebook to football

slides | Mathematica notebook (pdf) | Mathematica notebook (.nb)

- An introduction to
statistical physics with simple examples

slides | Mathematica notebook (pdf) | Mathematica notebook (.nb) - C++ for Beginners (with Andy
Drizen)

slides | Reference: M. McGrath, C++ Programming in Easy Steps, 3rd ed - Cryptography: The science of secrecy
- Doing maths with computers

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©
HT 2016