Quasi anomalous knowledge: searching for new physics with embedded knowledge

Abstract Discoveries of new phenomena often involve a dedicated search for a hypothetical physics signature. Recently, novel deep learning techniques have emerged for anomaly detection in the absence of a signal prior. However, by ignoring signal priors, the sen...

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Bibliographic Details
Main Authors: Park, Sang E., Rankin, Dylan, Udrescu, Silviu-Marian, Yunus, Mikaeel, Harris, Philip
Format: Article
Language:English
Published: Springer Berlin Heidelberg 2021
Online Access:https://hdl.handle.net/1721.1/136722