Papers
Communities
Events
Blog
Pricing
Search
Open menu
Home
Papers
2103.06995
Cited By
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
Re-assign community
ArXiv
PDF
HTML
Papers citing
"Performance of a Geometric Deep Learning Pipeline for HL-LHC Particle Tracking"
11 / 11 papers shown
Title
Scaling Graph Neural Networks for Particle Track Reconstruction
Alok Tripathy
A. Lazar
X. Ju
P. Calafiura
Katherine Yelick
A. Buluç
38
0
0
07 Apr 2025
PASCL: Supervised Contrastive Learning with Perturbative Augmentation for Particle Decay Reconstruction
Junjian Lu
Siwei Liu
Dmitrii Kobylianski
Etienne Dreyer
Eilam Gross
Houcheng Su
32
3
0
18 Feb 2024
Graph Structure from Point Clouds: Geometric Attention is All You Need
D. Murnane
GNN
3DPC
27
4
0
31 Jul 2023
Learning Tree Structures from Leaves For Particle Decay Reconstruction
James Kahn
I. Tsaklidis
Oskar Taubert
Lea Reuter
G. Dujany
...
A. Thaller
P. Goldenzweig
F. Bernlochner
Achim Streit
Markus Gotz
19
11
0
31 Aug 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
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
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
128
31
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
27
47
0
30 Mar 2021
MLPF: Efficient machine-learned particle-flow reconstruction using graph neural networks
J. Pata
Javier Mauricio Duarte
J. Vlimant
M. Pierini
M. Spiropulu
115
76
0
21 Jan 2021
Interaction Networks for Learning about Objects, Relations and Physics
Peter W. Battaglia
Razvan Pascanu
Matthew Lai
Danilo Jimenez Rezende
Koray Kavukcuoglu
AI4CE
OCL
PINN
GNN
283
1,401
0
01 Dec 2016
Geometric deep learning: going beyond Euclidean data
M. Bronstein
Joan Bruna
Yann LeCun
Arthur Szlam
P. Vandergheynst
GNN
264
3,243
0
24 Nov 2016
1