Course

Strong CP problem.

Introduction to superstrings

Quantum state reconstruction using restricted Boltzmann machines

What does RG flow tell us?

D-branes; Dirichlet b.c, Neumann b.c.

Restricted Boltzmann machines: training to minimize the Kullback-Liebler divergence

Rise and downfall of the GUT

Introduction to D-branes

Generative modelling: Hopfield networks, Boltzmann machines and restricted Boltzmann machines (RBMs)

SO(10) and Pati-Salam GUT

Propagation of strings in curved space-time; Compactification and T-duality.