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2023:topics [2023/06/03 10:23] emanuele.re_admin |
2023:topics [2023/06/21 11:13] gregor.kasieczka [Session 2] |
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===== List of topics for 2023 ====== | ===== List of topics for 2023 ====== | ||
//(accessible to everyone, editing rights to conveners and organizers)// | //(accessible to everyone, editing rights to conveners and organizers)// | ||
+ | --------------------------- | ||
==== Session 1 ==== | ==== Session 1 ==== | ||
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* starting from state-of-the-art ML-taggers, estimate how much they are correlated to the physics in the measurements of substructure we already have. Discuss good procedures to best tune MC to describe ML-taggers. Discuss good procedures to estimate uncertainties on ML-taggers, given the physics understanding of various effects (an example is scale-variations, where our constraints from data are certainly stronger than the factor 2 variations in many cases, but sometimes the opposite). | * starting from state-of-the-art ML-taggers, estimate how much they are correlated to the physics in the measurements of substructure we already have. Discuss good procedures to best tune MC to describe ML-taggers. Discuss good procedures to estimate uncertainties on ML-taggers, given the physics understanding of various effects (an example is scale-variations, where our constraints from data are certainly stronger than the factor 2 variations in many cases, but sometimes the opposite). | ||
* take stock of how well most recent generator developments have improved description of multiple new measurements of substructure. (Followup from a previous Les Houches 2015 on q/g-tagging) | * take stock of how well most recent generator developments have improved description of multiple new measurements of substructure. (Followup from a previous Les Houches 2015 on q/g-tagging) | ||
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+ | **__Tools, Event Generators and Machine Learning:__** | ||
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==== Session 2 ==== | ==== Session 2 ==== | ||
- | .... | + | **__Higgs:__** |
+ | * "Precision": | ||
+ | * Trilinear and quadrilinear Higgs couplings | ||
+ | * Lepton flavour violation in the Higgs sector | ||
+ | * Constraining the CP structure of the Higgs couplings | ||
+ | * Higgs and EFT | ||
+ | * Characterizing Higgs boson production and decay | ||
+ | * "Novelties": | ||
+ | * Exotic decays of the 125 GeV Higgs boson | ||
+ | * Additional Higgs bosons (low/high mass) - uncovered parameter space | ||
+ | * Naturalness | ||
+ | * Gaps in searches for traditional models (SUSY, compositness) | ||
+ | * Searches for cosmological triggers (new Higgs bosons and v-like leptons) | ||
+ | * Unexpected signatures of naturalness | ||
- | ---- | ||
- | ---- | + | **__Machine Learning and Tools:__** |
+ | * Model Agnostic Searches | ||
+ | * Likelihood Learning | ||
+ | * SMEFT progresses | ||