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2023:topics [2023/06/21 11:13] gregor.kasieczka [Session 2] |
2023:topics [2023/06/22 16:06] (current) gregor.kasieczka [Session 2] |
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**__Machine Learning and Tools:__** | **__Machine Learning and Tools:__** | ||
- | * Model Agnostic Searches | + | * **Reinterpretation**: Tools like Rivet, Gambit, .., ML for reinterpretation, reinterpretation of model agnostic searches |
- | * Likelihood Learning | + | * **EFTs**: Fits, PDF inclusion, SMEFT progress ... |
- | * SMEFT progresses | + | * **Physics & ML**: Injection of physics priors into classification and generative models; interpretable ML techniques; ML for optimal sensitivity for BSM searches and optimal observables and likelihood learning, opening the black box |
+ | * **Anomalies**: A unified view of different anomaly detection techniques,.pushing the boundaries of anomaly detection | ||
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+ | **__Low-energy precision probes of BSM:__** | ||
+ | * New Electric Dipole Moment searches? | ||
+ | * Parity violation in new systems? | ||
+ | * Exotic atoms/ions to test exotic forces | ||
+ | * muonic atoms | ||
+ | * antiprotonic atoms | ||
+ | * highly charged ions | ||
+ | * Rydberg states | ||