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A factorisation-aware Matrix element emulator (2021)
Journal Article
Maître, D., & Truong, H. (2021). A factorisation-aware Matrix element emulator. Journal of High Energy Physics, 2021(11), Article 066. https://doi.org/10.1007/jhep11%282021%29066

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 properties of matrix elements. In doing so we can control the behaviour of simu... Read More about A factorisation-aware Matrix element emulator.

Two-Loop Five-Parton Leading-Colour Finite Remainders in the Spinor-Helicity Formalism (2021)
Journal Article
De Laurentis, G., & Maître, D. (2021). Two-Loop Five-Parton Leading-Colour Finite Remainders in the Spinor-Helicity Formalism. Journal of High Energy Physics, 2021(1), Article 16. https://doi.org/10.1007/jhep02%282021%29016

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 Mandelstam invariants. Recasting them in terms of spinor-helicity variable... Read More about Two-Loop Five-Parton Leading-Colour Finite Remainders in the Spinor-Helicity Formalism.