Speaker
Juan Carrasquilla
(Vector Institute for Artificial Intelligence, Toronto (CA))
Description
I will discuss our recent work on the use of autoregressive neural networks for many-body physics. In particular, I will discuss two approaches to represent quantum states using these models and their applications to the reconstruction of quantum states, the simulation of real-time dynamics as well as the approximation of ground states of classical and quantum many-body systems.