Zobrazeno 1 - 5
of 5
pro vyhledávání: '"Dreyer, Fr��d��ric A."'
Autor:
Dreyer, Fr��d��ric A., Qu, Huilin
The identification of boosted heavy particles such as top quarks or vector bosons is one of the key problems arising in experimental studies at the Large Hadron Collider. In this article, we introduce LundNet, a novel jet tagging method which relies
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::aa37e71e75792f9d7ff034126bc84758
We introduce a generative model to simulate radiation patterns within a jet using the Lund jet plane. We show that using an appropriate neural network architecture with a stochastic generation of images, it is possible to construct a generative model
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::314c8a24d3b2cc6e6b1135046edde790
In these proceedings, we present a library allowing for straightforward calls in C++ to jet grooming algorithms trained with deep reinforcement learning. The RL agent is trained with a reward function constructed to optimize the groomed jet propertie
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d451fc3eb0f5b7d0f57db200df44cbbc
We calculate the next-to-next-to-next-to-leading order (N$^3$LO) QCD corrections to vector-boson fusion (VBF) Higgs pair production in the limit in which there is no partonic exchange between the two protons. We show that the inclusive cross section
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::45300ecafa42610941b2c724daea17fd
We calculate the next-to-next-to-next-to-leading-order (N$^3$LO) QCD corrections to inclusive vector-boson fusion (VBF) Higgs production at proton colliders, in the limit in which there is no colour exchange between the hadronic systems associated wi
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::8971c70173ace0de643242b82f71dbf4