S1. Physics: Classical thermodynamics and quantumS2. Statistical physics and Bayesian computationS3. Geometrical Science of Information, Topology and MetricsS4. Maximum entropy principle and inferenceS5. Kullback and Bayes or information theory and Bayesian inferenceS6. Entropy in action (applications)Special Session. Fourier 250th Birthday: Geometric Theory of Thermodynamics