A factorisation-aware Matrix element emulator

Abstract 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 simulated matrix elements when extrapolating...

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Auteurs principaux: D. Maître, H. Truong
Format: article
Langue:EN
Publié: SpringerOpen 2021
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Accès en ligne:https://doaj.org/article/586a39d7e38e4044bcd62be0948fce6c
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