A hybrid neural network-based technique to improve the flow forecasting of physical and data-driven models: Methodology and case studies in Andean watersheds JF Farfán, K Palacios, J Ulloa, A Avilés Journal of Hydrology: Regional Studies 27, 100652, 2020 | 46 | 2020 |
Assessing the effects of climate change on compound flooding in coastal river areas M Bermúdez, JF Farfán, P Willems, L Cea Water Resources Research 57 (10), e2020WR029321, 2021 | 45 | 2021 |
A robust method to update local river inundation maps using global climate model output and weather typing based statistical downscaling M Bermúdez, L Cea, E Van Uytven, P Willems, JF Farfán, J Puertas Water Resources Management 34, 4345-4362, 2020 | 38 | 2020 |
Coupling artificial neural networks with the artificial bee colony algorithm for global calibration of hydrological models JF Farfán, L Cea Neural Computing and Applications, 1-16, 2021 | 17 | 2021 |
Improving the predictive skills of hydrological models using a combinatorial optimization algorithm and artificial neural networks JF Farfán, L Cea Modeling Earth Systems and Environment 9 (1), 1103-1118, 2023 | 8 | 2023 |
Regional streamflow prediction in northwest Spain: A comparative analysis of regionalisation schemes JF Farfán, L Cea Journal of Hydrology: Regional Studies 47, 101427, 2023 | 3 | 2023 |
Surrogate-Assisted Evolutionary Algorithm for the Calibration of Distributed Hydrological Models Based on Two-Dimensional Shallow Water Equations JF Farfán-Durán, A Heidari, T Dhaene, I Couckuyt, L Cea Water 16 (5), 652, 2024 | 1 | 2024 |
Extension of 2D shallow water models to hydrological modelling L Cea, E Bladé i Castellet, O García Feal, M Sanz Ramos, ... Proceedings of the 39th IAHR World Congress: from Snow to Sea, SS-235-SS-244, 2022 | 1 | 2022 |
Building hydrological single-model ensembles using artificial neural networks and a combinatorial optimization approach JF Farfán-Durán, L Cea EGU General Assembly Conference Abstracts, EGU21-8256, 2021 | | 2021 |
A swarm intelligence-based method for hydrological model calibration through a simulated solution space JF Farfán, L Cea EGU2020, 2020 | | 2020 |