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 Wozniak,Jennifer Ngadiuba,Giuseppe Di Guglielmo,Javier Duarte,Philip Harris,Dylan Rankin,Sergo Jindariani,Mia Liu,Kevin Pedro,Nhan Tran,Edward Kreinar,Zhenbin Wu

FRONTIERS IN BIG DATA（2021）

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Key words
deep learning, field-programmable gate arrays, fast inference, graph network, imaging calorimeter
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