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 sensitivity of these approaches is signif...

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Bibliographic Details
Main Authors: Park, Sang E. (Author), Rankin, Dylan (Author), Udrescu, Silviu-Marian (Author), Yunus, Mikaeel (Author), Harris, Philip (Author)
Format: Article
Language:English
Published: Springer Berlin Heidelberg, 2022-01-21T14:52:29Z.
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