SYMBA: Symbolic Computation of Squared Amplitudes in High Energy Physics with Machine Learning

1 code implementation • 17 Jun 2022 • Abdulhakim Alnuqaydan, Sergei Gleyzer, Harrison Prosper

In this work, we use a sequence-to-sequence model, specifically, a transformer, to compute a key element of the cross section calculation, namely, the squared amplitude of an interaction.

BIG-bench Machine Learning