625 citations · 1.3k across the 11 of their papers we have counts for
11 papers
The HepMC3 Event Record Library for Monte Carlo Event Generators
Andy Buckley, Philip Ilten, Dmitri Konstantinov +5
In high-energy physics, Monte Carlo event generators (MCEGs) are used to simulate the interactions of high energy particles. MCEG event records store the information on the simulat…
A Wavelet Based Pile-Up Mitigation Method for the LHC Upgrade
James Monk, Craig Wiglesworth, Peter Hansen
Collision experiments at the Large Hadron Collider suffer from the problem of pile-up, which is the read-out of multiple simultaneous background proton-proton collisions per beam-c…
Deep Learning as a Parton Shower
James William Monk
We make the connection between certain deep learning architectures and the renormalisation group explicit in the context of QCD by using a deep learning network to construct a toy…
Search for new phenomena in final states with an energetic jet and large missing transverse momentum in pp collisions at TeV with the ATLAS detector
ATLAS Collaboration
Results of a search for new phenomena in final states with an energetic jet and large missing transverse momentum are reported. The search uses 20.3 fb of TeV d…
Wavelet Analysis: Event De-noising, Shower Evolution and Jet Substructure Without Jets
J. W. Monk
Wavelet decomposition is a method that has been applied to signal processing in a wide range of subjects. The decomposition isolates small scale features of a signal from large sca…
The HBOM Method for Unfolding Detector Effects
James W. Monk, Cristina Oropeza-Barrera
We present the Hit Backspace Once More (HBOM) method for correcting a measurement for the effect of an imperfect detector. The HBOM method is a model-independent and potentially da…