From the 11 of 402 papers with an AI index.
76 citations
- Université Paris-SaclayFR139 papers
- Centre National de la Recherche ScientifiqueFR136 papers
- Sorbonne UniversitéFR131 papers
- University of BonnDE127 papers
- Istituto Nazionale di Fisica Nucleare, Sezione di BolognaIT126 papers
- Istituto Nazionale di Fisica Nucleare, Sezione di Roma IIT118 papers
- University of CambridgeGB118 papers
- University of OxfordGB117 papers
- Aix-Marseille UniversitéFR116 papers
- University of EdinburghGB115 papers
- Max Planck Institute for AstronomyDE114 papers
- Université Paris CitéFR111 papers
11 papers · 1 filter
Forecasting Generative Amplification
Henning Bahl, Sascha Diefenbacher, Nina Elmer +2
Generative networks are perfect tools to enhance the speed and precision of LHC simulations. Especially when generating events beyond the size of the training dataset, it is import…
High-Dimensional Unfolding in Large Backgrounds
Alexandre Falcão, Adam Takacs
We propose new methodologies in multi-dimensional unfolding in dense environments, and show that incorporating auxiliary observables can significantly improve performance. Our appr…
In-medium Y(1S,2S,3S) suppression in Pb-Pb collisions at sqrt(s_NN)=5.02 TeV
J. Majonica, G. Wolschin
We present model calculations for the in-medium suppression of the Y(1S,2S,3S) states in sqrt(s_NN)=5.02 TeV Pb-Pb collisions at the Large Hadron Collider in comparison with recent…
Bayesian Constraints on Pre-Equilibrium Jet Quenching and Predictions for Oxygen Collisions
Daniel Pablos, Adam Takacs
The contrast between the as-yet unmeasurable energy-loss effects in proton-nucleus collisions and the striking magnitude of the so-called high-momentum flow coefficients challenges…
The Physics Behind ML-based Quark-Gluon Taggers
Sophia Vent, Ramon Winterhalder, Tilman Plehn
Jet taggers provide an ideal testbed for applying explainability techniques to powerful ML tools. For theoretically and experimentally challenging quark-gluon tagging, we first ide…
Structure Formation with Dark Magnetohydrodynamics
Pierce Giffin, Andrew Liu, Jeremias Boucsein +4
Long-range interactions in the dark sector can give rise to collective plasma phenomena that are capable of modifying the evolution of dark matter halos. We present the first study…