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Pavitra Kumar

Manchester Metropolitan University

All Saints

Manchester, M15 6BH

United Kingdom

  • Manchester Metropolitan University

SCHOLARLY PAPERS

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Scholarly Papers (1)

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Long-Term Shoreline Change Prediction with Attention-Enhanced Neural Networks: Integrating Multi-Source Data for the Holderness Coast

Downloads 51 (1,121,190)

Long-Term Shoreline Change Prediction with Attention-Enhanced Neural Networks: Integrating Multi-Source Data for the Holderness Coast

Number of pages: 38 Posted: 20 Apr 2026
Yaoguang Yang, Ron Mahabir, Pavitra Kumar and Nicoletta Leonardi
University of Liverpool, University of Liverpool, Manchester Metropolitan University and University of Liverpool
Downloads 37 (1,296,409)

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coastal erosion, shoreline change prediction, Attention-LSTM, Attention-TCN, Holderness Coast

Long-Term Shoreline Change Prediction with Attention-Enhanced Neural Networks: Integrating Multi-Source Data for the Holderness Coast

Number of pages: 38 Posted: 20 Apr 2026
Yaoguang Yang, Ron Mahabir, Pavitra Kumar and Nicoletta Leonardi
University of Liverpool, University of Liverpool, Manchester Metropolitan University and University of Liverpool
Downloads 14 (1,598,105)

Abstract:

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coastal erosion, shoreline change prediction, Attention-LSTM, Attention-TCN, Holderness Coast