Event generation and statistical sampling for physics with deep generative models and a density information buffer

Simulating nature and in particular processes in particle physics require expensive computations and sometimes would take much longer than scientists can afford. Here, we explore ways to a solution for this problem by investigating recent advances in generative modeling and present a study for the g...

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Detalles Bibliográficos
Autores principales: Otten, Sydney, Caron, Sascha, de Swart, Wieske, van Beekveld, Melissa, Hendriks, Luc, van Leeuwen, Caspar, Podareanu, Damian, Ruiz de Austri, Roberto, Verheyen, Rob
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8137919/
https://www.ncbi.nlm.nih.gov/pubmed/34016982
http://dx.doi.org/10.1038/s41467-021-22616-z

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8137919/
https://www.ncbi.nlm.nih.gov/pubmed/34016982
http://dx.doi.org/10.1038/s41467-021-22616-z

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