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IRC-Safe Graph Autoencoder for Unsupervised Anomaly Detection

Anomaly detection through employing machine learning techniques has emerged as a novel powerful tool in the search for new physics beyond the Standard Model. Historically similar to the development of jet observables, theoretical consistency has not always assumed a central role in the fast developm...

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Detalles Bibliográficos
Autores principales: Atkinson, Oliver, Bhardwaj, Akanksha, Englert, Christoph, Konar, Partha, Ngairangbam, Vishal S., Spannowsky, Michael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9352857/
https://www.ncbi.nlm.nih.gov/pubmed/35937137
http://dx.doi.org/10.3389/frai.2022.943135