Kavya Johny

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Publications (8)

• Bridging physics and machine learning: AI-enhanced WRF ensemble approach to extreme rainfall prediction
  Applied Soft Computing 2026 DOI: 10.1016/j.asoc.2026.115212
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• Ocean subsurface temperature prediction using an improved hybrid model combining ensemble empirical mode decomposition and deep multi-layer perceptron (EEMD-MLP-DL)
  Remote Sensing Applications: Society and Environment 2025 DOI: 10.1016/j.rsase.2025.101556
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• …Improving extreme rainfall prediction by integrating AI with WRF ensembles: A case study of 2018 Kerala flood
  2024 DOI: 10.22541/essoar.173430452.27910081/v1
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• Time-dependent intrinsic cross-correlation approach for multi-scale teleconnection analysis for monthly rainfall of India
  Meteorology and Atmospheric Physics 2022 DOI: 10.1007/s00703-022-00910-9
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• A multivariate EMD-LSTM model aided with Time Dependent Intrinsic Cross-Correlation for monthly rainfall prediction
  Applied Soft Computing 2022 DOI: 10.1016/j.asoc.2022.108941
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• Investigating the multiscale teleconnections of Madden–Julian oscillation and monthly rainfall using time-dependent intrinsic cross-correlation
  Natural Hazards 2022 DOI: 10.1007/s11069-022-05249-3
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• Adaptive EEMD-ANN hybrid model for Indian summer monsoon rainfall forecasting
  Theoretical and Applied Climatology 2020 DOI: 10.1007/s00704-020-03177-5
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• Empirical forecasting and Indian Ocean dipole teleconnections of south–west monsoon rainfall in Kerala
  Meteorology and Atmospheric Physics 2019 DOI: 10.1007/s00703-018-0620-7
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