September 27, 2021 to October 1, 2021
ECT* - Trento
Europe/Rome timezone

Neural autoregressive toolbox for many-body physics

Sep 27, 2021, 3:50 PM
50m
Aula Renzo Leonardi (ECT* - Trento)

Aula Renzo Leonardi

ECT* - Trento

Strada delle Tabarelle, 286 38123 - Villazzano (TN) Italy

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.

Presentation materials