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20192025
most citedPM2.5-GNN: A Domain Knowledge Enhanced Graph Neural Network For PM2.5 Forecasting

149 citations · 272 across the 8 of their papers we have counts for

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physics.soc-ph2023

Recurrent Dynamic Message Passing with Loops for Epidemics on Networks

Fei Gao, Jing Liu, Yaqian Zhao

Several theoretical methods have been developed to approximate prevalence and threshold of epidemics on networks. Among them, the recurrent dynamic message-passing (rDMP) theory of…

physics.soc-ph2022★ 51 cited

Expectation-Maximizing Network Reconstruction and MostApplicable Network Types Based on Binary Time Series Data

Kaiwei Liu, Xing Lv, Fei Gao +1

Based on the binary time series data of social infection dynamics, we propose a general framework to reconstruct 2-simplex complexes with two-body and three-body interactions by co…