Improved neural network Monte Carlo simulation
The algorithm for Monte Carlo simulation of parton-level events based on an Artificial Neural Network (ANN) proposed in arXiv:1810.11509 is used to perform a simulation of $H\to 4\ell$ decay. Improvements in the training algorithm have been implemented to avoid numerical instabilities. The integr...
Main Author: | I-Kai Chen, Matthew D. Klimek, Maxim Perelstein |
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Format: | Article |
Language: | English |
Published: |
SciPost
2021-01-01
|
Series: | SciPost Physics |
Online Access: | https://scipost.org/SciPostPhys.10.1.023 |
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