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2012.01563
Cited By
Accelerated Charged Particle Tracking with Graph Neural Networks on FPGAs
30 November 2020
A. Heintz
Vesal Razavimaleki
Javier Mauricio Duarte
G. Dezoort
I. Ojalvo
S. Thais
M. Atkinson
Mark S. Neubauer
L. Gray
S. Jindariani
N. Tran
Philip C. Harris
D. Rankin
T. Aarrestad
Vladimir Loncar
M. Pierini
S. Summers
J. Ngadiuba
Miaoyuan Liu
E. Kreinar
Zhenbin Wu
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Papers citing
"Accelerated Charged Particle Tracking with Graph Neural Networks on FPGAs"
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Title
Geometric GNNs for Charged Particle Tracking at GlueX
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28 May 2025
Online Difficulty Filtering for Reasoning Oriented Reinforcement Learning
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04 Apr 2025
Edge Graph Intelligence: Reciprocally Empowering Edge Networks with Graph Intelligence
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Shengyuan Ye
Xu Chen
Xiaoxi Zhang
Ju Ren
Jian Tang
Yang Yang
Xuemin
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145
3
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08 Jan 2025
Exploring End-to-end Differentiable Neural Charged Particle Tracking -- A Loss Landscape Perspective
T. Kortus
Ralf Keidel
N.R. Gauger
133
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0
18 Jul 2024
Low Latency Edge Classification GNN for Particle Trajectory Tracking on FPGAs
Shih-Yu Huang
Yun-Chen Yang
Yu-Ru Su
Bo-Cheng Lai
Javier Mauricio Duarte
Scott Hauck
Shih-Chieh Hsu
Jin-Xuan Hu
Mark S. Neubauer
GNN
84
1
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20 Jun 2023
A Detailed Study of Interpretability of Deep Neural Network based Top Taggers
Ayush Khot
Mark S. Neubauer
Avik Roy
AAML
114
18
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09 Oct 2022
Explainable AI for High Energy Physics
Mark S. Neubauer
Avik Roy
78
10
0
14 Jun 2022
Real-time semantic segmentation on FPGAs for autonomous vehicles with hls4ml
Nicolò Ghielmetti
Vladimir Loncar
M. Pierini
Marcel Roed
S. Summers
...
Christoffer Petersson
Hampus Linander
J. Ngadiuba
Kelvin Lin
Philip C. Harris
SSeg
123
22
0
16 May 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
Online-compatible Unsupervised Non-resonant Anomaly Detection
Vinicius Mikuni
Benjamin Nachman
David Shih
72
35
0
11 Nov 2021
Shared Data and Algorithms for Deep Learning in Fundamental Physics
L. Benato
E. Buhmann
M. Erdmann
P. Fackeldey
J. Glombitza
...
T. Kuhr
J. Steinheimer
H. Stocker
Tilman Plehn
K. Zhou
PINN
OOD
89
15
0
01 Jul 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
201
33
0
03 May 2021
Nanosecond machine learning event classification with boosted decision trees in FPGA for high energy physics
Tae Min Hong
B. Carlson
Brandon Eubanks
Stephen Racz
Stephen Roche
J. Stelzer
Daniel C. Stumpp
101
24
0
07 Apr 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
Performance of a Geometric Deep Learning Pipeline for HL-LHC Particle Tracking
X. Ju
D. Murnane
P. Calafiura
Nicholas Choma
S. Conlon
...
Aditi Chauhan
A. Schuy
Shih-Chieh Hsu
A. Ballow
A. Lazar
50
65
0
11 Mar 2021
Snowflake: Scaling GNNs to High-Dimensional Continuous Control via Parameter Freezing
Charlie Blake
Vitaly Kurin
Maximilian Igl
Shimon Whiteson
AI4CE
98
13
0
01 Mar 2021
A Living Review of Machine Learning for Particle Physics
Matthew Feickert
Benjamin Nachman
KELM
AI4CE
91
182
0
02 Feb 2021
MLPF: Efficient machine-learned particle-flow reconstruction using graph neural networks
J. Pata
Javier Mauricio Duarte
J. Vlimant
M. Pierini
M. Spiropulu
193
76
0
21 Jan 2021
Fast convolutional neural networks on FPGAs with hls4ml
T. Aarrestad
Vladimir Loncar
Nicolò Ghielmetti
M. Pierini
S. Summers
...
N. Tran
Miaoyuan Liu
E. Kreinar
Zhenbin Wu
Duc Hoang
90
110
0
13 Jan 2021
1