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2103.06995
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Performance of a Geometric Deep Learning Pipeline for HL-LHC Particle Tracking
11 March 2021
X. Ju
D. Murnane
P. Calafiura
Nicholas Choma
S. Conlon
S. Farrell
Yaoyuan Xu
M. Spiropulu
J. Vlimant
A. Aurisano
J. Hewes
G. Cerati
L. Gray
T. Klijnsma
J. Kowalkowski
M. Atkinson
Mark S. Neubauer
G. Dezoort
S. Thais
Aditi Chauhan
A. Schuy
Shih-Chieh Hsu
A. Ballow
A. Lazar
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Papers citing
"Performance of a Geometric Deep Learning Pipeline for HL-LHC Particle Tracking"
10 / 10 papers shown
Title
Exploring End-to-end Differentiable Neural Charged Particle Tracking -- A Loss Landscape Perspective
T. Kortus
Ralf Keidel
N.R. Gauger
133
0
0
18 Jul 2024
Graph Neural Network for Neutrino Physics Event Reconstruction
V. Hewes
A. Aurisano
G. Cerati
J. Kowalkowski
C. Lee
W. Liao
D. Grzenda
K. Gumpula
Xiaohe Zhang
52
1
0
18 Mar 2024
Graph Structure from Point Clouds: Geometric Attention is All You Need
D. Murnane
GNN
3DPC
69
4
0
31 Jul 2023
LL-GNN: Low Latency Graph Neural Networks on FPGAs for High Energy Physics
Zhiqiang Que
Hongxiang Fan
Marcus Loo
He Li
Michaela Blott
M. Pierini
A. Tapper
Wayne Luk
GNN
140
12
0
28 Sep 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
157
24
0
04 Apr 2022
Graph Neural Networks in Particle Physics: Implementations, Innovations, and Challenges
S. Thais
P. Calafiura
G. Chachamis
G. Dezoort
Javier Mauricio Duarte
S. Ganguly
Michael Kagan
D. Murnane
Mark S. Neubauer
K. Terao
PINN
AI4CE
121
31
0
23 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
121
35
0
03 Dec 2021
The Tracking Machine Learning challenge : Throughput phase
S. Amrouche
L. Basara
P. Calafiura
D. Emeliyanov
Victor Estrade
...
E. Moyse
D. Rousseau
A. Salzburger
Andrey Ustyuzhanin
J. Vlimant
204
33
0
03 May 2021
Charged particle tracking via edge-classifying interaction networks
G. Dezoort
S. Thais
Javier Mauricio Duarte
Vesal Razavimaleki
M. Atkinson
I. Ojalvo
Mark S. Neubauer
P. Elmer
88
49
0
30 Mar 2021
Billion-scale similarity search with GPUs
Jeff Johnson
Matthijs Douze
Hervé Jégou
458
3,754
0
28 Feb 2017
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