30 April 2024 to 3 May 2024
Amsterdam, Hotel CASA
Europe/Amsterdam timezone

Machine learning for lattice field theory and back

30 Apr 2024, 14:02
20m
Sorbonne, Hotel CASA

Sorbonne, Hotel CASA

Speaker

Gert Aarts (Swansea University and ECT*)

Description

Recently, machine learning has become a popular tool in lattice field theory. Here I will report on some applications of (lattice) field theory methods to further understand ML, illustrated using the Restricted Boltzmann Machine and stochastic quantisation as simple examples.

Primary author

Gert Aarts (Swansea University and ECT*)

Presentation materials