Information Theory: BasicsCovers the basics of information theory, entropy, and fixed points in graph colorings and the Ising model.
Introduction to Quantum ChaosCovers the introduction to Quantum Chaos, classical chaos, sensitivity to initial conditions, ergodicity, and Lyapunov exponents.
Bethe Free EntropyCovers the computation of Bethe free entropy and the interpretation of messages between variables and factors.
Bistability in Genetic NetworksExplores bistability in genetic networks, analyzing fixed points and stability, phase portraits, and experimental implementation.