Cargando…

Evaluating generative models in high energy physics

There has been a recent explosion in research into machine-learning-based generative modeling to tackle computational challenges for simulations in high energy physics (HEP). In order to use such alternative simulators in practice, we need well-defined metrics to compare different generative models...

Descripción completa

Detalles Bibliográficos
Autores principales: Kansal, Raghav, Li, Anni, Duarte, Javier, Chernyavskaya, Nadezda, Pierini, Maurizio, Orzari, Breno, Tomei, Thiago
Lenguaje:eng
Publicado: 2022
Materias:
Acceso en línea:https://dx.doi.org/10.1103/PhysRevD.107.076017
http://cds.cern.ch/record/2841787