5 code implementations • 24 Jul 2019 • Johann Brehmer, Felix Kling, Irina Espejo, Kyle Cranmer
Precision measurements at the LHC often require analyzing high-dimensional event data for subtle kinematic signatures, which is challenging for established analysis methods.
no code implementations • 4 Jun 2019 • Johann Brehmer, Kyle Cranmer, Irina Espejo, Felix Kling, Gilles Louppe, Juan Pavez
One major challenge for the legacy measurements at the LHC is that the likelihood function is not tractable when the collected data is high-dimensional and the detector response has to be modeled.
1 code implementation • 4 Dec 2018 • Felix Kling, Honglei Li, Adarsh Pyarelal, Huayang Song, Shufang Su
The exotic decay modes of non-Standard Model (SM) Higgses in models with extended Higgs sectors have the potential to serve as powerful search channels to explore the space of Two-Higgs Doublet Models (2HDMs) that cannot be studied effectively using conventional decay channels.
High Energy Physics - Phenomenology