625 citations · 1.3k across the 11 of their papers we have counts for
7 papers · 1 filter
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…
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…
New developments in event generator tuning techniques
Andy Buckley, Hendrik Hoeth, Heiko Lacker +2
Data analyses in hadron collider physics depend on background simulations performed by Monte Carlo (MC) event generators. However, calculational limitations and non-perturbative ef…
THE TOOLS AND MONTE CARLO WORKING GROUP Summary Report from the Les Houches 2009 Workshop on TeV Colliders
J. M. Butterworth, F. Maltoni, F. Moortgat +69
This is the summary and introduction to the proceedings contributions for the Les Houches 2009 "Tools and Monte Carlo" working group.