Learning better physics: a machine learning approach to lattice gauge theory

In this work we explore how lattice gauge theory stands to benefit from new developments in machine learning, and look at two specific examples that illustrate this point. We begin with a brief overview of selected topics in machine learning for those who may be unfamiliar, and provide a simple exam...

Full description

Bibliographic Details
Main Author: Foreman, Samuel Alfred
Other Authors: Meurice, Yannick
Format: Others
Language:English
Published: University of Iowa 2018
Subjects:
Online Access:https://ir.uiowa.edu/etd/6944
https://ir.uiowa.edu/cgi/viewcontent.cgi?article=8445&context=etd