- Markov processes
- Markov processes and applications (ICTS, Bangalore, India)

video 1 | video 2 | video 3 | video 4 | video 5 | Check list - Applied Markov processes (Stellenbosch University)
- Nonequilibrium systems
- Nonequilibrium processes conditioned on large deviations

slides | video - Markov processes conditioned on large deviations

video (from 18' on) - 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) - The Donsker-Varadhan theory of large deviations
- Non-classical large deviations in the AB model
- Long-range systems and nonconcave entropies
- Unusual properties of long-range systems
- A simple spin model with a nonconcave entropy
- Equivalence of ensembles for general many-body systems
- Equilibrium systems with nonequivalent ensembles
- Nonconcave entropies and multifractal spectra
- 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
- Classical and quantum processes with random resetting

video | slides - 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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