18 citations · 46 across the 7 of their papers we have counts for
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hep-ex2022★ 18 cited
Jet tagging algorithm of graph network with HaarPooling message passing
Fei Ma, Feiyi Liu, Wei Li
Recently methods of graph neural networks (GNNs) have been applied to solving the problems in high energy physics (HEP) and have shown its great potential for quark-gluon tagging w…
cond-mat.stat-mech2022★ 9 cited
Study of phase transition of Potts model with Domain Adversarial Neural Network
Xiangna Chen, Feiyi Liu, Shiyang Chen +5
A transfer learning method, Domain Adversarial Neural Network (DANN), is introduced to study the phase transition of two-dimensional q-state Potts model. With the DANN, we only nee…