Ingeniería Civil
Departamento
Juan Fernando
Farfán Durán
Publicaciones en las que colabora con Juan Fernando Farfán Durán (10)
2024
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Enhancing Hydrological Modeling with Artificial Intelligence
Enhancing Hydrological Modeling with Artificial Intelligence
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Streamflow forecasting with deep learning models: A side-by-side comparison in Northwest Spain
Earth Science Informatics
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Surrogate-Assisted Evolutionary Algorithm for the Calibration of Distributed Hydrological Models Based on Two-Dimensional Shallow Water Equations
Water (Switzerland), Vol. 16, Núm. 5
2023
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Improving the predictive skills of hydrological models using a combinatorial optimization algorithm and artificial neural networks
Modeling Earth Systems and Environment, Vol. 9, Núm. 1, pp. 1103-1118
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Regional streamflow prediction in northwest Spain: A comparative analysis of regionalisation schemes
Journal of Hydrology: Regional Studies, Vol. 47
2022
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Extension of 2D Shallow Water Models to Hydrological Modelling
Proceedings of the IAHR World Congress
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Streamflow Prediction in Ungauged Basins (PUB) Using an Ensemble Modelling Approach
Proceedings of the IAHR World Congress
2021
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Assessing the Effects of Climate Change on Compound Flooding in Coastal River Areas
Water Resources Research, Vol. 57, Núm. 10
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Coupling artificial neural networks with the artificial bee colony algorithm for global calibration of hydrological models
Neural Computing and Applications, Vol. 33, Núm. 14, pp. 8479-8494
2020
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A Robust Method to Update Local River Inundation Maps Using Global Climate Model Output and Weather Typing Based Statistical Downscaling
Water Resources Management, Vol. 34, Núm. 14, pp. 4345-4362