• Research and teaching
• Outreach talks
  

Research and teaching

• 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
• Les Houches summer school lectures (2024): Introduction to large deviation theory
  notes (from SU course) | lectures
• 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

Outreach talks

• 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