Novel hybrid data-driven modeling based on feature space reconstruction and multihead self-attention gated recurrent unit: applied to PM2.5 concentrations prediction
X
Xiaoxin Yue
Y
Yulong Bai
(Department of Chemistry, Westlake University, 600 Dunyu Road, Hangzhou 310030, P. R. China)
Q
Qinghe Yu
L
Lin Ding
(Institute of Environmental and Applied Chemistry, College of Chemistry)
W
Wei Song
W
Wenhui Liu
H
Huhu Ren
Q
Qi Song
(Department of Physics, Harvard University, Cambridge, MA, USA.)
Article Details
Journal
Scientific Reports
Volume / Issue
Vol. 15, Issue 1
Published
May 16, 2025
ISSN
2045-2322
Publisher
Nature Portfolio
Authors (8)
X
Xiaoxin Yue
Y
Yulong Bai
Department of Chemistry, Westlake University, 600 Dunyu Road, Hangzhou 310030, P. R. China
Q
Qinghe Yu
L
Lin Ding
Institute of Environmental and Applied Chemistry, College of Chemistry
W
Wei Song
W
Wenhui Liu
H
Huhu Ren
Q
Qi Song
Department of Physics, Harvard University, Cambridge, MA, USA.
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