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Topological Reconstruction of Particle Physics Processes using Graph Neural Networks
24 March 2023
Lukas Ehrke
J. A. Raine
K. Zoch
M. Guth
T. Golling
BDL
AI4CE
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Papers citing
"Topological Reconstruction of Particle Physics Processes using Graph Neural Networks"
3 / 3 papers shown
Title
PASCL: Supervised Contrastive Learning with Perturbative Augmentation for Particle Decay Reconstruction
Junjian Lu
Siwei Liu
Dmitrii Kobylianski
Etienne Dreyer
Eilam Gross
Shangsong Liang
29
3
0
18 Feb 2024
Reconstruction of Unstable Heavy Particles Using Deep Symmetry-Preserving Attention Networks
M. Fenton
Alexander Shmakov
H. Okawa
Yuji Li
Ko-Yang Hsiao
Shih-Chieh Hsu
D. Whiteson
Pierre Baldi
32
7
0
05 Sep 2023
Permutationless Many-Jet Event Reconstruction with Symmetry Preserving Attention Networks
M. Fenton
Alexander Shmakov
Ta-Wei Ho
S. Hsu
D. Whiteson
Pierre Baldi
39
37
0
19 Oct 2020
1