| Fecha de publicación | Título | Autor(es) |
| 2021 | A comparison between lumped and distributed hydrological models for daily rainfall-runoff simulation. | Vilaseca, Federico; Narbondo, Santiago; Chreties, Christian; Castro, Alberto; Gorgoglione, Angela |
| 2024 | Addressing class imbalance problems in data-driven rainfall-runoff modelling | Vilaseca, Federico; Chreties, Christian; Castro, Alberto; Gorgoglione, Angela |
| 2023 | Advances in Water in Agroscience | Gorgoglione, Angela; Puppo, Lucía; Gamazo, Pablo; García, Claudio; Otero, Álvaro |
| 2023 | Assessing dependence between land use/land cover and water quality: a comparison at a small and a large watershed in Uruguay | Cal Alvarez, Adrián; Pastorini, Marcos; Tiscornia Tosar, Guadalupe; Rivas Rivera, Noelia; Gorgoglione, Angela |
| 2024 | Enhancing environmental data imputation: A physically-constrained machine learning framework | Pastorini, Marcos; Rodríguez, Rafael; Etcheverry, Lorena; Castro, Alberto; Gorgoglione, Angela |
| 2021 | Evaluación temporal y espacial del impacto del cambio de cobertura del suelo sobre la calidad del agua : Cuenca del río Santa Lucía como cuenca piloto. | Gorgoglione, Angela; Castro, Alberto; Rodríguez Núñez, Rafael; Chreties, Christian; Fossati, Mónica; Pastorini, Marcos; Etcheverry, Lorena |
| 2024 | Extensión y validación de un marco de imputación de datos ambientales en la cuenca del río Santa Lucía, Uruguay para la gestión integrada de los recursos hídricos | Pou, Martina; Pertusso, Pedro; Vilaseca, Federico; Gorgoglione, Angela; Castro, Alberto |
| 2024 | From data to decision : Understanding and mitigating uncertainty in watershed water quality models | Gorgoglione, Angela |
| 2019 | Identifying climate and human impact trends in streamflow : A case study in Uruguay | Navas, Rafael; Alonso, Jimena; Gorgoglione, Angela; Vervoort, R. Willem |
| 2024 | Imputación de datos ambientales : Marco basado en aprendizaje automático con restricciones físicas | Pou, Martina; Pastorini, Marcos; Rodríguez, Rafael; Etcheverry, Lorena; Castro, Alberto; Gorgoglione, Angela |
| 2025 | Machine learning for predicting coliform concentrations at Montevideo beaches : Identifying key environmental drivers for coastal water quality management | Armand-Ugon, Pablo; Goliatt, Leonardo; Castro, Alberto; Gorgoglione, Angela |
| 2025 | Machine learning-based simulation of monthly water quality in the Santa Lucía Chico river basin | Pertusso, Pedro; Pou, Martina; Vilaseca, Federico; Castro, Alberto; Gorgoglione, Angela |
| 2023 | Monitoreo orientado a la modelación hidrológica integrada cantidad-calidad: piloto cuenca alta del Arroyo Molino. | Alonso, Jimena; Gorgoglione, Angela; Debone, Juan Pablo; Martínez, Paula; Pou, Martina; Vilaseca, Federico |
| 2020 | Overcoming data scarcity in earth science. | Gorgoglione, Angela; Castro, Alberto; Chreties, Christian; Etcheverry, Lorena |
| 2023 | Simulación del proceso precipitación-escorrentía con paso diario : Comparación de los modelos GR4J, SWAT y Random Forest. | Vilaseca, Federico; Narbondo, Santiago; Chreties, Christian; Castro, Alberto; Gorgoglione, Angela |
| 2026 | Simulating dissolved oxygen concentrations at the watershed scale : A machine learning approach with physical constraints | Pertusso, Pedro; Pou, Martina; Vilaseca, Federico; Castro, Alberto; Gorgoglione, Angela |
| 2021 | Water-quality data imputation with a high percentage of missing values : A machine learning approach | Rodríguez Núñez, Rafael; Pastorini, Marcos; Etcheverry, Lorena; Chreties, Christian; Fossati, Mónica; Castro, Alberto; Gorgoglione, Angela |
