Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Jan Kieseler

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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

Feb 10, 2020
Jan Kieseler

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions