41 citations · 48 across the 2 of their papers we have counts for
3 papers
Two Invertible Networks for the Matrix Element Method
Anja Butter, Theo Heimel, Till Martini +2
The matrix element method is widely considered the ultimate LHC inference tool for small event numbers. We show how a combination of two conditional generative neural networks enco…
The Matrix Element Method as a tool for precision and accuracy
Till Martini, Manfred Kraus, Sascha Peitzsch +1
The Matrix Element Method is a promising multi-variate analysis tool which offers an optimal approach to compare theory and experiment according to the Neyman-Pearson lemma. Howeve…
Exploring BSM Higgs couplings in single top-quark production
Manfred Kraus, Till Martini, Sascha Peitzsch +1
In this article we study a Standard Model extension modifying the top-quark Yukawa coupling to the Higgs boson by allowing a mixture of CP-odd and -even couplings. Single top-quark…