25 citations · 25 across the 1 of their papers we have counts for
2 papers
hep-ph2023★ 25 cited
Unweighting multijet event generation using factorisation-aware neural networks
Timo Janßen, Daniel Maître, Steffen Schumann +2
In this article we combine a recently proposed method for factorisation-aware matrix element surrogates with an unbiased unweighting algorithm. We show that employing a sophisticat…
hep-ph2021
A factorisation-aware Matrix element emulator
Daniel Maître, Henry Truong
In this article we present a neural network based model to emulate matrix elements. This model improves on existing methods by taking advantage of the known factorisation propertie…