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Alberto Fernandez Sanchez

University of A Coruña

A Coruña

Spain

  • University of A Coruña

SCHOLARLY PAPERS

2

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67

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Scholarly Papers (2)

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1.

Peak-Aware Biasing in Inflow Forecasting via a Soft Computing Dual LSTM Approach with Dynamic Asymmetric Loss

Number of pages: 22 Posted: 20 Nov 2025
Alberto Fernandez Sanchez, Juan Ramon Rabunal Dopico, Luis Cea, Jerónimo Puertas and Alberto José Alvarellos González
University of A Coruña, University of A Coruña, University of A Coruña, University of A Coruña and University of A Coruña
Downloads 56 (1,010,164)

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Inflow Prediction, Long Short-Term Memory, Asymmetric training, ensemble learning, Quantile loss

2.

Peak-Aware Biasing for Alarm-Oriented Rainfall-Runoff Inflow Forecasting Using Long Short-Term Memory Networks

Number of pages: 29 Posted: 25 Feb 2026
Alberto Fernandez Sanchez, Juan Ramon Rabunal Dopico, Luis Cea, Alberto José Alvarellos González and Jerónimo Puertas
University of A Coruña, University of A Coruña, University of A Coruña, University of A Coruña and University of A Coruña
Downloads 11 (1,534,404)

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Inflow Prediction, Neural Networks, Reservoir Operation, Decision support systems, Asymmetric Error Penalization, Data-scarce Environments