Lectures

Generative AI and Diffusion Models: a Statistical Physics Analysis

A course by **Giulio Biroli** from École Normale Supérieure de Paris.

Generalised Hydrodynamics

A course by **Thibault Bonnemain** on the theory of generalised Hydrodynamics.

Quantum Entanglement in Disordered Systems

A course by **Leonid Pastur** on the effects of disorder on quantum correlations and entanglement.

Conformal field theory and quantum many-body physics

**Benjamin Doyon** on CFT and quantum many-body physics at CRM, leading research institute in mathematics in Canada.

Least-square optimization on the sphere: lessons from RMT and replicas

**Pierpaolo Vivo** gives brief course on applications of random matrix theory to optimisation problems.

Generalized hydrodynamics

**Benjamin Doyon** covers the fundamentals of Generalized Hydrodynamics in a mini-course at ICTS, Bangalore.

Counting equilibria in complex systems via random matrices

**Yan Fyodorov** discuss the number and stability properties of equilibria in large complex systems in a series of lectures given at the Park City Mathematics Institute.

Random matrices: Theory and Practice

**Pierpaolo Vivo** gives brief course on random matrix theory given at ICTP Trieste, from the theoretical foundations to applications to complex systems.