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2023:topics [2023/06/19 14:46] adinda.dewit |
2023:topics [2023/06/22 16:06] gregor.kasieczka [Session 2] |
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* Searches for cosmological triggers (new Higgs bosons and v-like leptons) | * Searches for cosmological triggers (new Higgs bosons and v-like leptons) | ||
* Unexpected signatures of naturalness | * Unexpected signatures of naturalness | ||
- | .... | ||
- | ---- | + | **__Machine Learning and Tools:__** |
+ | * **Reinterpretation**: Tools like Rivet, Gambit, .., ML for reinterpretation, reinterpretation of model agnostic searches | ||
+ | * **EFTs**: Fits, PDF inclusion, SMEFT progress ... | ||
+ | * **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 | ||
- | ---- | + | |
+ | |||
+ | **__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 | ||