Publications
Journal articles
Data-driven forecasting of soil moisture based on enhanced pre-processing of data from on ground sensor networks R. Aguilar, M. A. Patricio, A. Berlanga, J. M. Molina, S. Zubelzu Physics and Chemistry of the Earth, Parts A/B/C, vol. 145, art. 104766, 2026. DOI · Code · Write-up
Conference papers
Deep Learning for Robust Soil Moisture Forecasting Using LSTM and Transformer R. Aguilar, M. A. Patricio, J. M. Molina, A. Berlanga, S. Zubelzu Soft Computing Models in Industrial and Environmental Applications (SOCO 2025), CCIS vol. 2806, pp. 193–202, Springer, 2026. DOI · Code
Theses
Visualización de la estructura y reactividad nuclear basada en el modelo estándar de partículas y en NT-FS&L® BSc thesis, Universidad Carlos III de Madrid, 2025. Graded 9.6/10. Carried out at the PNRG group, IQOG-CSIC. Supervisors: David Expósito Singh (UC3M) and Pedro Noheda Marín (IQOG-CSIC). Write-up