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2003.08863
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Towards a Computer Vision Particle Flow
19 March 2020
F. Bello
S. Ganguly
Eilam Gross
Marumi Kado
M. Pitt
Lorenzo Santi
Jonathan Shlomi
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Papers citing
"Towards a Computer Vision Particle Flow"
14 / 14 papers shown
Denoising Graph Super-Resolution towards Improved Collider Event Reconstruction
N. Kakati
Etienne Dreyer
Eilam Gross
AI4CE
294
2
0
24 Sep 2024
A Language Model for Particle Tracking
Andris Huang
Yash Melkani
P. Calafiura
Alina Lazar
D. Murnane
Minh-Tuan Pham
Xiangyang Ju
217
10
0
14 Feb 2024
Improved particle-flow event reconstruction with scalable neural networks for current and future particle detectors
J. Pata
Eric Wulff
Farouk Mokhtar
D. Southwick
Mengke Zhang
M. Girone
Javier Duarte
510
9
0
13 Sep 2023
Calorimeter shower superresolution
Ian Pang
C. Pollard
David Shih
DiffM
284
13
0
22 Aug 2023
SR-GAN for SR-gamma: super resolution of photon calorimeter images at collider experiments
Johannes Erdmann
A. V. D. Graaf
F. Mausolf
O. Nackenhorst
GAN
243
5
0
17 Aug 2023
Progress towards an improved particle flow algorithm at CMS with machine learning
Farouk Mokhtar
J. Pata
Javier Mauricio Duarte
Eric Wulff
M. Pierini
J. Vlimant
AI4CE
223
10
0
30 Mar 2023
Configurable calorimeter simulation for AI applications
F. D. Di Bello
Anton Charkin-Gorbulin
Kyle Cranmer
Etienne Dreyer
S. Ganguly
...
Lorenzo Santi
Marumi Kado
N. Kakati
P. Rieck
Matteo Tusoni
306
10
0
03 Mar 2023
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
369
40
0
23 Mar 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
402
30
0
01 Mar 2022
Generative Networks for Precision Enthusiasts
SciPost Physics (SciPost Phys.), 2021
A. Butter
Theo Heimel
Sander Hummerich
Tobias Krebs
Tilman Plehn
Armand Rousselot
Sophia Vent
AI4CE
430
66
0
22 Oct 2021
Understanding Event-Generation Networks via Uncertainties
SciPost Physics (SciPost Phys.), 2021
Marco Bellagente
Manuel Haussmann
Michel Luchmann
Tilman Plehn
BDL
274
62
0
09 Apr 2021
MLPF: Efficient machine-learned particle-flow reconstruction using graph neural networks
J. Pata
Javier Mauricio Duarte
J. Vlimant
M. Pierini
M. Spiropulu
656
86
0
21 Jan 2021
Simulating the Time Projection Chamber responses at the MPD detector using Generative Adversarial Networks
A. Maevskiy
F. Ratnikov
A. Zinchenko
V. Riabov
293
12
0
08 Dec 2020
Object condensation: one-stage grid-free multi-object reconstruction in physics detectors, graph and image data
J. Kieseler
3DPC
248
65
0
10 Feb 2020
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