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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Bibliographic Details
Main Authors: D. Maître, H. Truong
Format: article
Language:EN
Published: SpringerOpen 2021
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Online Access:https://doaj.org/article/586a39d7e38e4044bcd62be0948fce6c
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