Estimation of high frequency nutrient concentrations from water quality surrogates using machine learning methods. - María Castrillo; Álvaro López García (CoRR, 2020)

Forecasting COVID-19 spreading trough an ensemble of classical and machine learning models: Spain's case study. - Ignacio Heredia Cacha; Judith Sáinz-Pardo Díaz; María Castrillo Melguizo; Álvaro López García (CoRR, 2022)

A data-driven approach for the assessment of the thermal stratification of reservoirs based on readily available data. - María Castrillo; Fernando Aguilar; Daniel García-Díaz (Ecol. Informatics, 2024)

Personalized federated learning for improving radar based precipitation nowcasting on heterogeneous areas. - Judith Sáinz-Pardo Díaz; María Castrillo; Juraj Bartok; Ignacio Heredia Cacha; Irina Malkin Ondík; Ivan Martynovskyi; Khadijeh Alibabaei; Lisana Berberi; Valentin Kozlov; Álvaro López García (Earth Sci. Informatics, 2024)