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Feiyi Liu
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Year
Machine learning spectral functions in lattice QCD
SY Chen, HT Ding, FY Liu, G Papp, CB Yang
arXiv preprint arXiv:2110.13521, 2021
122021
Jet tagging algorithm of graph network with Haar pooling message passing
F Ma, F Liu, W Li
Physical Review D 108 (7), 072007, 2023
102023
Transfer learning of phase transitions in percolation and directed percolation
J Shen, F Liu, S Chen, D Xu, X Chen, S Deng, W Li, G Papp, C Yang
Physical Review E 105 (6), 064139, 2022
92022
Study of phase transition of Potts model with Domain Adversarial Neural Network
X Chen, F Liu, S Chen, J Shen, W Deng, G Papp, W Li, C Yang
Physica A: Statistical Mechanics and its Applications 617, 128666, 2023
42023
Machine learning of pair-contact process with diffusion
J Shen, W Li, S Deng, D Xu, S Chen, F Liu
Scientific Reports 12 (1), 19728, 2022
42022
Machine learning Hadron Spectral Functions in Lattice QCD
C ShiYang, H Ding, FY Liu, G Papp, CB Yang
The 38th International Symposium on Lattice Field Theory, 148, 2022
12022
Applications of Domain Adversarial Neural Network in phase transition of 3D Potts model
X Chen, F Liu, W Deng, S Chen, J Shen, G Papp, W Li, C Yang
Physica A: Statistical Mechanics and its Applications 637, 129533, 2024
2024
Supervised and unsupervised learning of (1+ 1)-dimensional even-offspring branching annihilating random walks
Y Wang, W Li, F Liu, J Shen
Machine Learning: Science and Technology, 2023
2023
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