Semi-visible jets, energy-based models, and self-supervision
We present DarkCLR, a novel framework for detecting semi-visible jets at the LHC. DarkCLR uses a self-supervised contrastive-learning approach to create observables that are approximately invariant under relevant transformations. We use background-enhanced data to create a sensitive representation a...
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| Hlavní autor: | |
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| Médium: | Artigo |
| Jazyk: | Inglês |
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SciPost
2025-02-01
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| Edice: | SciPost Physics |
| On-line přístup: | https://scipost.org/SciPostPhys.18.2.042 |
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