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

Yutaro Iiyama, Gianluca Cerminara, Abhijay Gupta, Jan Kieseler, Vladimir Loncar, Maurizio Pierini, Shah Rukh Qasim, Marcel Rieger, Sioni Summers, Gerrit Van Onsem, Kinga Anna Wozniak, Jennifer Ngadiuba, Giuseppe Di Guglielmo, Javier M. Duarte, Philip C. Harris, Dylan Rankin, Sergo Jindariani, Mia Liu, Kevin Pedro, Nhan Tran, Edward Kreinar, Zhenbin Wu. Distance-Weighted Graph Neural Networks on FPGAs for Real-Time Particle Reconstruction in High Energy Physics. Frontiers Big Data, 3:598927, 2020. [doi]

@article{IiyamaCGKLPQRSO20,
  title = {Distance-Weighted Graph Neural Networks on FPGAs for Real-Time Particle Reconstruction in High Energy Physics},
  author = {Yutaro Iiyama and Gianluca Cerminara and Abhijay Gupta and Jan Kieseler and Vladimir Loncar and Maurizio Pierini and Shah Rukh Qasim and Marcel Rieger and Sioni Summers and Gerrit Van Onsem and Kinga Anna Wozniak and Jennifer Ngadiuba and Giuseppe Di Guglielmo and Javier M. Duarte and Philip C. Harris and Dylan Rankin and Sergo Jindariani and Mia Liu and Kevin Pedro and Nhan Tran and Edward Kreinar and Zhenbin Wu},
  year = {2020},
  doi = {10.3389/fdata.2020.598927},
  url = {https://doi.org/10.3389/fdata.2020.598927},
  researchr = {https://researchr.org/publication/IiyamaCGKLPQRSO20},
  cites = {0},
  citedby = {0},
  journal = {Frontiers Big Data},
  volume = {3},
  pages = {598927},
}