Back to the formula - LHC edition
While neural networks offer an attractive way to numerically encode functions, actual formulas remain the language of theoretical particle physics. We use symbolic regression trained on matrix-element information to extract, for instance, optimal LHC observables. This way we invert the usual simulat...
Main Author: | |
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Format: | Article |
Language: | English |
Published: |
SciPost
2024-01-01
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Series: | SciPost Physics |
Online Access: | https://scipost.org/SciPostPhys.16.1.037 |