240 citations · 330 across the 15 of their papers we have counts for
4 papers · 1 filter
CaloQVAE : Simulating high-energy particle-calorimeter interactions using hybrid quantum-classical generative models
Sehmimul Hoque, Hao Jia, Abhishek Abhishek +6
The Large Hadron Collider's high luminosity era presents major computational challenges in the analysis of collision events. Large amounts of Monte Carlo (MC) simulation will be re…
Long Short-Term Memory (LSTM) networks with jet constituents for boosted top tagging at the LHC
Shannon Egan, Wojciech Fedorko, Alison Lister +2
Multivariate techniques based on engineered features have found wide adoption in the identification of jets resulting from hadronic top decays at the Large Hadron Collider (LHC). R…
Jet Constituents for Deep Neural Network Based Top Quark Tagging
Jannicke Pearkes, Wojciech Fedorko, Alison Lister +1
Recent literature on deep neural networks for tagging of highly energetic jets resulting from top quark decays has focused on image based techniques or multivariate approaches usin…
High Mass Resonances at ATLAS
W. Fedorko
A brief overview of searches for high mass resonances using a subset of data collected by the ATLAS experiment during the 2011 LHC run is presented. Various final states are explor…