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Lorentz group equivariant autoencoders

There has been significant work recently in developing machine learning (ML) models in high energy physics (HEP) for tasks such as classification, simulation, and anomaly detection. Often these models are adapted from those designed for datasets in computer vision or natural language processing, whi...

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Detalles Bibliográficos
Autores principales: Hao, Zichun, Kansal, Raghav, Duarte, Javier, Chernyavskaya, Nadezda
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10256669/
https://www.ncbi.nlm.nih.gov/pubmed/37303461
http://dx.doi.org/10.1140/epjc/s10052-023-11633-5