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Author

Rajesh Wadhvani

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Aug 2026

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

Accurate wind speed downscaling is essential for meteorological applications and reliable station-scale wind estimation. This study presents a systematic comparison of recurrent deep learning architectures, including RNN, GRU, LSTM, Bidirectional LSTM, Sequence-to-Sequence LSTM, and Stacked LSTM, against conventional s...

Juhi Kumari, Rajesh Wadhvani, Sanyam Shukla · 0 citations

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