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26–28 Jul 2023
Department of Physics (University of Coimbra)
Europe/Lisbon timezone

Machine learning for lattice field theory and back

26 Jul 2023, 09:45
45m
Auditorium C.1 (Department of Physics (University of Coimbra))

Auditorium C.1

Department of Physics (University of Coimbra)

Speaker

Gert Aarts

Description

Recently, machine learning has become a popular tool to use in fundamental science, including lattice field theory. Here I will review on some recent ideas, including normalising flow, phase classification and quantum-field theoretical machine learning. The latter combines insights of lattice field theory and machine learning to provide a fresh perspective on (hopefully) both.

Presentation materials