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

10 February 2020

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

10 / 10 papers shown

Title
$Tagging fully hadronic exotic decays of the vectorlike $\mathbf{B}$ quark using a graph neural network$ Tagging fully hadronic exotic decays of the vectorlike $\mathbf{B}$ quark using a graph neural network Jai Bardhan Tanumoy Mandal Subhadip Mitra Cyrin Neeraj Mihir Rawat 28 0 0 12 May 2025
Do graph neural networks learn traditional jet substructure? Farouk Mokhtar Raghav Kansal Javier Mauricio Duarte GNN 36 11 0 17 Nov 2022
End-to-end multi-particle reconstruction in high occupancy imaging calorimeters with graph neural networks S. Qasim N. Chernyavskaya J. Kieseler K. Long O. Viazlo M. Pierini R. Nawaz 26 23 0 04 Apr 2022
Machine Learning for Particle Flow Reconstruction at CMS J. Pata Javier Mauricio Duarte Farouk Mokhtar Eric Wulff J. Yoo J. Vlimant M. Pierini M. Girone 41 24 0 01 Mar 2022
Graph Neural Networks for Charged Particle Tracking on FPGAs Abdelrahman Elabd Vesal Razavimaleki Shih-Yu Huang Javier Mauricio Duarte M. Atkinson ... Bo-Cheng Lai Mark S. Neubauer I. Ojalvo S. Thais Matthew Trahms GNN 38 35 0 03 Dec 2021
Deep Neural Network as an alternative to Boosted Decision Trees for PID Denis Stanev Riccardo Riva Michele Umassi PINN 19 1 0 28 Apr 2021
MLPF: Efficient machine-learned particle-flow reconstruction using graph neural networks J. Pata Javier Mauricio Duarte J. Vlimant M. Pierini M. Spiropulu 113 76 0 21 Jan 2021
Distance-Weighted Graph Neural Networks on FPGAs for Real-Time Particle Reconstruction in High Energy Physics Y. Iiyama G. Cerminara Abhijay Gupta J. Kieseler Vladimir Loncar ... Miaoyuan Liu K. Pedro N. Tran E. Kreinar Zhenbin Wu 13 66 0 08 Aug 2020
GPU coprocessors as a service for deep learning inference in high energy physics J. Krupa Kelvin Lin M. Acosta Flechas Jack T. Dinsmore Javier Mauricio Duarte ... K. Pedro D. Rankin Natchanon Suaysom Matthew Trahms N. Tran BDL 3DV 20 32 0 20 Jul 2020
Towards a Computer Vision Particle Flow F. Bello S. Ganguly Eilam Gross Marumi Kado M. Pitt Lorenzo Santi Jonathan Shlomi 94 49 0 19 Mar 2020