Machine Learning and Variational Algorithms for Lattice Field Theory

Discretizing fields on a spacetime lattice is the only known general and non-perturbative regulator for quantum field theory. The lattice formulation has, for example, played an important role in predicting properties of QCD in the strongly coupled regime, where perturbative methods break down. To r...

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Bibliographic Details
Main Author: Kanwar, Gurtej
Other Authors: Detmold, William
Format: Thesis
Published: Massachusetts Institute of Technology 2022
Online Access:https://hdl.handle.net/1721.1/142680
https://orcid.org/0000-0002-4340-4983