625 citations · 1.3k across the 11 of their papers we have counts for
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hep-ph2018★ 8 cited
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…
hep-ph2018★ 55 cited
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…