Quantum mechanics and artificial intelligence: much ado about what?

Joint seminar Department of Mathematics – BEC Bose-Einstein Condensation Trento 
 Q@TN Quantum Science and Technology in Trento

Luogo: Dipartimento di Matematica, via Sommarive, 14 - Povo (TN) - Sala Seminari "-1"
Ore: 11.30

Relatore:

• Giovanni Garberoglio (UniTrento Dipartimento di Fisica)

Abstract:
Recently, techniques borrowed from the machine learning community have been shown to help in solving quantum mechanical problems. 
I will present the main results from two recent papers on this subject: https://arxiv.org/abs/1606.02318, presenting high-accuracy solutions to 1D and 2D spin systems and https://arxiv.org/abs/1703.05334, where a machine is taught to perform quantum-state tomography.

Contact persons:  Alessandra Bernardi - Iacopo Carusotto (BEC)