Neural network simulation of a spin glass dynamics transition

Juan Carrasquilla (ETH Zurich)

May 22. 2025, 15:45 — 16:30

I will explain a recent experiment that used quantum annealing to simulate the nonequilibrium dynamics of a magnetic spin system quenched through a quantum glass phase transition. We then attempted to use neural networks to simulate the dynamics seen in the experiment and compare with the experimental results. 

 

Further Information
Venue:
ESI Schrödinger and Boltzmann Lecture Hall
Recordings:
Recording
Associated Event:
Entanglement in Many-body Quantum Matter: Dynamics, Dissipation, Equilibration (Thematic Programme)
Organizer(s):
Mari Carmen Banuls (MPI of Quantum Optics, Garching)
Hannes Pichler (IQOQI, Innsbruck)
Norbert Schuch (U of Vienna)
Maksym Serbyn (ISTA, Klosterneuburg)