452 citations · 4.1k across the 46 of their papers we have counts for
50 papers
Efficient negative-weight elimination in large high-multiplicity Monte Carlo event samples
Jeppe R. Andersen, Andreas Maier, Daniel Maître
We demonstrate that cell resampling can eliminate the bulk of negative event weights in large event samples of high multiplicity processes without discernible loss of accuracy in t…
One-loop matrix element emulation with factorisation awareness
D. Maître, H. Truong
In this article we present an emulation strategy for one-loop matrix elements. This strategy is based on the factorisation properties of matrix elements and is an extension of the…
Machine Learning and LHC Event Generation
Anja Butter, Tilman Plehn, Steffen Schumann +48
First-principle simulations are at the heart of the high-energy physics research program. They link the vast data output of multi-purpose detectors with fundamental theory predicti…
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…
Two-Loop Five-Parton Leading-Colour Finite Remainders in the Spinor-Helicity Formalism
Giuseppe De Laurentis, Daniel Maître
We present all two-loop five-parton leading-colour finite remainders in the spinor-helicity formalism by analysing numerical evaluations of their known expressions in terms of Mand…
Les Houches 2019: Physics at TeV Colliders: Standard Model Working Group Report
S. Amoroso, P. Azzurri, J. Bendavid +80
This Report summarizes the proceedings of the 2019 Les Houches workshop on Physics at TeV Colliders. Session 1 dealt with (I) new developments for high precision Standard Model cal…