paper

Learning phase transitions: comparing PCA and SVM

arXiv:1905.08220

Abstract

A comparison of results from principal component analysis and support vector machine calculations is made for a variety of phase transitions in two-dimensional classical spin models.

22pages, 24 figures

References in corpus (1)

Learning phase transitions: comparing PCA and SVM · wovepaper