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Flash Simulation at the LHC with Variational Autoencoders
We investigate the use of variational autoencoders in flash simulation of proton- proton collision events at the LHC. Given a dataset of over 2 million events, with 9 generator-level features and their software reconstructions, we train a variational autoencoder to reconstruct these features. Throug...
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| Lenguaje: | eng |
| Publicado: |
2021
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| Acceso en línea: | http://cds.cern.ch/record/2779397 |