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Author

Juhi Kumari

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Aug 2026

Comparative evaluation of deep learning and statistical models for wind speed downscaling

A systematic comparison of recurrent deep learning architectures, including RNN, GRU, LSTM, Bidirectional LSTM, Sequence-to-Sequence LSTM, and Stacked LSTM, against conventional statistical models for wind speed downscaling using paired IMD station observations and NASA MERRA-2 reanalysis data for Pune, India provides...

Juhi Kumari, Rajesh Wadhvani, Sanyam Shukla · 0 citations

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