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PIRSA:23020032

Video URL

https://pirsa.org/23020032

Language models for many-body physics

Carrasquilla Álvarez, J.F. (2023). Language models for many-body physics. Perimeter Institute for Theoretical Physics. https://pirsa.org/23020032

Juan Carrasquilla ETH Zurich

Talk numberPIRSA:23020032
DOI10.48660/23020032
Source RepositoryPIRSA
Collection
Talk Type Scientific Series
Subject

Abstract

In this talk, I will discuss our work on using models inspired by natural language processing in the realm of many-body physics. Specifically, I will demonstrate their utility in reconstructing quantum states and simulating the real-time dynamics of closed and open quantum systems. Finally, I will show the efficacy of using these models for combinatorial optimization, yielding solutions of exceptional accuracy compared to traditional simulated and simulated quantum annealing methods.

Zoom link:  https://pitp.zoom.us/j/99042603813?pwd=eWl2eC90bXFXVHdJeG9zb3lIQVZKUT09