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Jet Flavour Classification Using DeepJet


Aug 24, 2020
Emil Bols, Jan Kieseler, Mauro Verzetti, Markus Stoye, Anna Stakia

* 13 pages, 8 figures, submitted to JINST 

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Distance-Weighted Graph Neural Networks on FPGAs for Real-Time Particle Reconstruction in High Energy Physics


Aug 08, 2020
Yutaro Iiyama, Gianluca Cerminara, Abhijay Gupta, Jan Kieseler, Vladimir Loncar, Maurizio Pierini, Shah Rukh Qasim, Marcel Rieger, Sioni Summers, Gerrit Van Onsem, Kinga Wozniak, Jennifer Ngadiuba, Giuseppe Di Guglielmo, Javier Duarte, Philip Harris, Dylan Rankin, Sergo Jindariani, Mia Liu, Kevin Pedro, Nhan Tran, Edward Kreinar, Zhenbin Wu

* 15 pages, 4 figures 

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Object condensation: one-stage grid-free multi-object reconstruction in physics detectors, graph and image data


Feb 10, 2020
Jan Kieseler


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Learning representations of irregular particle-detector geometry with distance-weighted graph networks


Feb 21, 2019
Shah Rukh Qasim, Jan Kieseler, Yutaro Iiyama, Maurizio Pierini

* 15p 

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