Predicting Feynman periods in ${\varphi }^4$-theory

Paul-Hermann Balduf, Kimia Shaban

We present efficient data-driven approaches to predict Feynman periods in ${\varphi }^4$-theory from properties of the underlying Feynman graphs. We find that the numbers of cuts and cycles…