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Arif Masrur

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

2

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238

TOTAL CITATIONS

3

Scholarly Papers (2)

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1.

Predicting Hourly Pm2.5 Concentrations in Wildfire-Prone Areas Using a Spatiotemporal Transformer Model

Number of pages: 30 Posted: 22 Aug 2022
Manzhu Yu, Arif Masrur and Christopher Blaszczak-Boxe
Pennsylvania State University, affiliation not provided to SSRN and Pennsylvania State University
Downloads 153 (494,203)
Citation 2

Abstract:

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wildfire, air pollution, PM2.5, spatiotemporal prediction, sparse self-attention, Transformer Neural Network

2.

Deciphering Wildfire Spread Dynamics: Attention-Based Spatiotemporal Models Using Convlstm Networks

Number of pages: 23 Posted: 16 Jan 2024
Arif Masrur, Manzhu Yu and Alan Taylor
affiliation not provided to SSRN, Pennsylvania State University and affiliation not provided to SSRN
Downloads 85 (783,685)
Citation 1

Abstract:

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spatiotemporal dependence, self-attention, ConvLSTM, spatiotemporal modeling, Wildfire spread