307 citations · 2.2k across the 35 of their papers we have counts for
4 papers · 1 filter
Uncovering hidden patterns in collider events with Bayesian probabilistic models
Darius A. Faroughy
Individual events at high-energy colliders like the LHC can be represented by a sequence of measurements, or 'point patterns' in an observable space. Starting from this data repres…
Learning the latent structure of collider events
Barry M. Dillon, Darius A. Faroughy, Jernej F. Kamenik +1
We describe a technique to learn the underlying structure of collider events directly from the data, without having a particular theoretical model in mind. It allows to infer aspec…
Flavour symmetries in the SMEFT
Darius A. Faroughy, Gino Isidori, Felix Wilsch +1
We analyse how and flavour symmetries act on the Standard Model Effective Field Theory, providing an organising principle to classify the large number of dimensio…
Lepton Flavor Violation and Dilepton Tails at the LHC
Andrei Angelescu, Darius A. Faroughy, Olcyr Sumensari
Starting from a general effective Lagrangian for lepton flavor violation (LFV) in quark-lepton transitions, we derive constraints on the effective coefficients from the high-mass t…