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Mengfan Teng

Wuhan University

Wuhan University

Economics and Management School

Wuhan, Hubei 430072

China

SCHOLARLY PAPERS

3

DOWNLOADS

126

TOTAL CITATIONS

1

Scholarly Papers (3)

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1.

72-Hour Real-Time Forecasting of Ambient Pm2.5 by Hybrid Graph Deep Neural Network with Aggregated Neighborhood Spatiotemporal Information

Number of pages: 22 Posted: 12 Feb 2023
Mengfan Teng, Siwei Li, Jia Xing, Chunying Fan, Jie Yang, Shuo Wang, Ge Song, Yu Ding, Jiaxin Dong and Shansi Wang
Wuhan University, Wuhan University, Tsinghua University, Wuhan University, Wuhan University, affiliation not provided to SSRN, Wuhan University, Wuhan University, Wuhan University and Wuhan University
Downloads 56 (1,000,027)

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PM2.5, Hybrid graph deep neural network, Physical mechanism, AOD

2.

24 Hour Prediction of Pm2.5 Concentrations by Combining Empirical Mode Decomposition and Bidirectional Long Short-Term Memory Neural Network

Number of pages: 35 Posted: 09 Dec 2021
Mengfan Teng, Siwei Li, Jia Xing, Ge Song, Jie Yang, Jiaxin Dong, Xiaoyue Zeng and Yaming Qin
Wuhan University, Wuhan University, Tsinghua University, Wuhan University, Wuhan University, Wuhan University, Wuhan University and Wuhan University
Downloads 50 (1,063,489)
Citation 1

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PM2.5, Deep Learning, Empirical mode decomposition, Bidirectional long and short-term memory neural network

3.

Seamless hourly PM2.5  mapping across China with a graph spatiotemporal deep neural network

Number of pages: 35 Posted: 22 Oct 2025
Mengfan Teng, Miaomiao Liang, Miao Zhang and Yu Ding
Wuhan University, affiliation not provided to SSRN, affiliation not provided to SSRN and Wuhan University
Downloads 20 (1,448,301)

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Aerosol optical depth, Graph-based spatiotemporal deep neural network, Hourly PM2.5 estimation, TROPOMI NO2