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End-to-end multi-particle reconstruction in high occupancy imaging calorimeters with graph neural networks


Apr 14, 2022
Shah Rukh Qasim, Nadezda Chernyavskaya, Jan Kieseler, Kenneth Long, Oleksandr Viazlo, Maurizio Pierini, Raheel Nawaz

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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

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* 15 pages, 4 figures 

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Rethinking Table Parsing using Graph Neural Networks


May 31, 2019
Shah Rukh Qasim, Hassan Mahmood, Faisal Shafait

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* Accepted to ICDAR 2019 

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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

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* 15p 

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