research

Papers in congresses

2022

Guerra-Rodríguez, S., Vicente, D. J., Rodríguez-Chueca, J., Pérez-Aja, A., Rodríguez, E., Salazar, F., "Application of Machine Learning techniques to optimize water disinfection through Advanced Oxidation Processes", 39th IAHR World Congress, Granada, Spain, 19-24, June 2022.

Irazábal, J., Salazar, F., Vicente, D. V., "An automatic methodology based on Machine Learning for the calibration of parameters in numerical models", Congreso de Métodos Numéricos en Ingeniería, Las Palmas de Gran Canaria (Spain), September 2022.

Salazar, F., Conde, A., Barbero, C., "A free software for dam monitoring data analysis: exploration, curation and machine learning model fitting", 27th ICOLD Congress, Marseille, France, 2022.

López, S., Salazar, F., "Machine Learning y Recursos Hídricos", Conferencia Universidad Mayor de San Andrés , La Paz, Bolivia, 19 de julio de 2022.

Salazar, F., Irazábal, J., Vicente, D. J., "Prediction and interpretation of dam response with boosted regression trees", 16th International Benchmark Workshop on Numerical Analysis of Dams. International Commission on Large Dams, Ljubljana, Slovenia. 05-06 April 2022.

Silva-Cancino, N., Salazar, F., Sanz-Ramos, M., Bladé, E. "A Machine Learning-based surrogate model for the identification of risk zones due to off-stream reservoirs failure", 39th IAHR World Congress, Granada (Spain), June 2022.

Silva-Cancino, N., Salazar, F., Sanz-Ramos, M., Bladé, E. "Metodología para la identificación de zonas de riesgo debido a la rotura de balsas usando técnicas de Machine Learning", Congreso de Métodos Numéricos en Ingeniería, Las Palmas de Gran Canaria (Spain), September 2022.

2021

Conde, A., Salazar, F., "Pre-processing of dam data coupled with behavior analysis through machine learning", VIII Xornada de usuarios de R en Galicia, Santiago de Compostela, 14, October 2021.

Salazar, F., Sánchez, P., San Mauro, J., Barbero, C, Conde, J., Aromir, M., "Mejora de la seguridad hidrológica mediante rehabilitación del cuenco amortiguador de una presa de gravedad usando modelización numérica", XII Jornadas Españolas de Presas, Las Palmas de Gran Canaria (Spain), October 2021

Salazar, F., Conde, A., Barbero, C., Silva-Cancino, N., "Análisis de los datos de auscultación de la presa de La Baells con técnicas de aprendizaje automático ", XII Jornadas Españolas de Presas, Las Palmas de Gran Canaria (Spain), October 2021

Vicente, D. J., "Utilización de modelos numéricos y Machine Learning para la gestión de fugas en redes de abastecimiento de agua.", Jornadas de Actualización "Mes de la Ingeniería". COPAIPA - Consejo Profesional Agrimensores, Ingenieros y Profesiones Afines, Argentina, 2021.

Vicente, D. J., Rodríguez-Chueca, J., "Research lines of AULA CIMNE - UPM ETSII.", 1st International Symposium of AULAS CIMNE, Barcelona (Spain), May 2021.

2020

San Mauro, J., Salazar, F., "CALA: A GiD assistant to design stilling basins for dams", 10th online Convention on Advances and Applications of GID, 20 July 2020.

Salazar, F., "Roads that supply energy", 18th European Week of Regions and Cities, October 2020. European Commission.

Vicente, D. J., San Mauro, J., Salazar, F., "A GiD tool for numerical simulation of leaks and intrusions in water pipes", 10th online Convention on Advances and Applications of GID, 20 July 2020.

2019

Conde, A., Salazar, F., Vicente, D. J., "Tratamiento y análisis inteligente de datos del comportamiento de estructuras hidráulicas.", Jornadas de Ingeniería del Agua 2019 (JIA). Grupo de Ingeniería del Agua de la E.T.S.I. Caminos, Canales y Puertos de Ciudad Real, Ciudad Real, Spain, 2019.

Irazábal, J., Salazar, F., Oñate, E., "Evaluation of the performance of ballasted railway structures subjected to high-speed train loads by the Discrete Element Method", VI International Conference on Particle-Based Methods (PARTICLES 2019), Barcelona (Spain), October 2019.

Irazábal, J., Salazar, F., Oñate, E., "Full-scale numerical calculation of ballasted tracks with the Discrete Element Method", DEM8 – 8th International Conference on Discrete Element Methods, Enschede (The Netherlands), July 2019.

Salazar, F., Conde, A., Vicente, D. J., "An interactive tool for data analysis and machine-learning model fitting with application to hydro-environment systems", HydroSenSoft, International Symposium and Exhibition on Hydro-Environment Sensors and Software. International Association for Hydro-environment Engineering and Research (IAHR), Spain, 2019.

Salazar, F., Conde, A. Vicente, D. J., "Identification of dam behavior by means of machine learning classification models", 15th International Benchmark Workshop on Numerical Analysis of Dams. International Commission on Large Dams, Italy, 2019.

Vicente, D. J., García, M., Salazar, F., Helmbrecht, J., "Adaptive algorithm for water loss estimation in networks based on advanced analysis of Minimum Night Flow (MNF)", Southeast Europe Regional Conference Water Loss 2019. International Water Association., Romania, 2019.

Vicente, D. J., García, M., Salazar, F., Helmbrecht, J., "Algoritmo adaptativo para la estimación de pérdidas de agua en redes basado en análisis avanzado de Caudales Mínimos Nocturnos (CMN)", Jornadas de Ingeniería del Agua 2019 (JIA). Grupo de Ingeniería del Agua de la E.T.S.I. Caminos, Canales y Puertos de Ciudad Real, Ciudad Real, Spain, 2019.

Vicente, D. J., Rodríguez-Sinobas, L., Salazar, F., Garrote, L., "Analysis of temporal and spatial variability of water balance components in a Mediterranean river basin: the Spanish part of the Duero basin", European Geosciences Union (EGU) General Assembly, Viena, Austria, 2019.

Vicente, D. J., San Mauro, J., Salazar, F., Pérez-Sánchez, M., López Jiménez, A., "Herramienta para la simulación numérica de fugas e intrusiones en conducciones de agua", Jornadas de Ingeniería del Agua 2019 (JIA). Grupo de Ingeniería del Agua de la E.T.S.I. Caminos, Canales y Puertos de Ciudad Real, Ciudad Real, Spain, 2019.

2018

Irazábal, J., Salazar, F., Oñate, E., "Advances in the modelling of railway ballast using the Discrete Element Method (DEM)", Fourth International Conference in Railway Technology (RAILWAYS 2018), Sitges (Spain), September 2018.

Salazar, F., Vicente, D. J., Irazábal J., Baena, C., Granell, C., Oñate, E., "Arch Dam Geometry Generator" 9th Convention on Advances and Applications of GiD Barcelona, Spain, 2018.

Salazar, F., San Mauro, J., Vicente, D. J., Baena, C., Gracia, L., de-Pouplana, I., "Computer-aided design and analysis of arch dams", 14th ICOLD International Benchmark Workshop on Numerical Analysis of Dams, Stockholm, Sweden, 6-8 September 2018.

2017

Arcos, A., Fernández-Centeno, M. Á., Manget, C., Gordo, C., Salazar, F., González-Galindo, J., Senent, S., "Aula Invertida en la Ingeniería del Terreno Asistida por Ordenador", IV Congreso Internacional sobre Aprendizaje, Innovación y Competitividad-CINAIC, Zaragoza (Spain), October 2017.

Caballero, F. J., San Mauro, J., Toledo, M. A., Morán, R., Ponce-Farfán, C., Salazar, F., García-Ramos, J. L., "Avances en la tecnología de aliviaderos de bloques en forma de cuña (WSB)", V Jornadas de Ingeniería del Agua, A Coruña (Spain), October 2017.

Gracia L., de-Pouplana I., Salazar F., Oñate E., "Static and Seismic Analysis of the Janneh Arch-gravity Dam", Theme B - 14th ICOLD International Benchmark Workshop on Numerical Analysis of Dams., Stockholm (Sweden), September 2017.

Irazábal, J., Salazar, F., Oñate, E., "Design and validation of rockfall protection systems by numerical modeling with discrete elements", V International Conference on Particle-Based Methods (PARTICLES 2017), Hannover (Germany), September 2017.

Irazábal, J., Salazar, F., Oñate, E., "Shape characterization of railway ballast stones for discrete element calculations", V International Conference on Particle-Based Methods (PARTICLES 2017), Hannover (Germany), September 2017.

Latorre, S., Celigueta, M. Á., Irazábal, J., Salazar, F., Oñate, E., "Design and validation of rockfall protection systems by numerical modeling with discrete elements", 6th Interdisciplinary Workshop on Rockfall Protection: RocExs pp. 161-164, Barcelona (Spain), May 2017.

De-Pouplana I., Gracia L., Salazar F., Oñate E., "Cracking of a concrete arch dam due to seasonal temperature variations", Theme A - 14th ICOLD International Benchmark Workshop on Numerical Analysis of Dams, Stockholm (Sweden), September 2017.

Rodríguez-Rodríguez L., Lezcano J., Soudah E., Salazar F., Abásolo L., "FRI0107 Development of a predictive model for rheumatoid arthritis mortality using random survival forest", Annals of the Rheumatic Diseases, Vol. 76 (520), 2017.

Salazar, F., Toledo, M.A., Vicente, D.J., "A systematic assessment of the influence of geometry and materials properties on the performance of arch dams", 14th ICOLD International Benchmark Workshop on Numerical Analysis of Dams., Stockholm (Sweden), September 2017.

San Mauro, J., Salazar, F., Morán Moya, R., Peraita, J., Toledo Municio, M. A., Conde, M. J., Alcalde, F., "Aliviaderos con cajeros altamente convergentes. ¿Posible solución para la presa de Oroville?", V Jornadas de Ingeniería del Agua., A Coruña (Spain), October 2017.

Vicente, D.J., Sánchez, R., Garrote, L., Salazar, F., "A Decision Support System to estimate the benefits of pressure management in water distribution systems,", IWA 8th Eastern European Young Water Professionals Conference., Budapest (Hungary), May 2017.

Vicente, D.J., Sánchez, R., Garrote, L., Salazar, F., "Sistema de Ayuda a la Decisión para el diseño de planes de gestión de presiones y la estimación de fugas en redes de distribución de agua urbana.,", V Jornadas de Ingeniería del Agua, A Coruña (Spain), October 2017.

2016

Irazábal, J., Salazar, F., Oñate, E., "Geometrical representation of railway ballast using the Discrete Element Method (DEM)", European Congress on Computational Methods in Applied Sciences and Engineering, Crete Island, (Greece), June 2016.

Salazar, F., San Mauro, J., Larese, A., Irazábal, J., Morán, R., Oñate, E., Toledo, M. A., "Applications of numerical methods in design and evaluation of overtopping protection systems", 2nd International Seminar on Dam Protection Against Overtopping (Protections 2016)., Colorado (USA), 2016.

San Mauro, J., Vicente, D. J., Irazábal, J., Salazar, F., "GiD applications for numerical modelling in dam engineering", GiD Convention 2016, Barcelona (Spain), June 2016.

Santasusana, M., Irazábal, J., Oñate, E., Carbonell, J. M., "Contact Methods for the Interaction of Particles with Rigid and Deformable Structures using a coupled DEM-FEM procedure", European Congress on Computational Methods in Applied Sciences and Engineering, Crete Island, (Greece), June 2016.

Vicente D.J., Rodríguez-Sinobas, L., "Water scarcity in the Spanish part of the Douro basin: current status and future scenarios", EGU General Assembly Conference Abstracts, Viena (Austria), 2016.

2015

Irazábal, J., Salazar, F. and Oñate, E., "Numerical modelling of railway ballast behaviour using the Discrete Element Method (DEM) and spherical particles", IV International Conference on Particle based Methods Fundamentals and Applications (Particles 2015), Barcelona (Spain), 2015.

Sánchez, R., Vicente, D.J., Rodríguez-Sinobas, L., "Modelación y caracterización de estaciones de regulación de presión en redes de distribución de agua urbana", IV Jornadas de Ingeniería del Agua, Cordoba (Spain), October 2015.

San Mauro, J., Salazar, F., Rossi, R., Oñate, E, Toledo, M.A., Caballero, F.J., Ponce, C., Ramos, T., Granell, C., Ruano, L., "Modelación física y numérica de aliviaderos en laberinto con fondo poliédrico", IV Jornadas de Ingeniería del Agua, Cordoba (Spain), October 2015.

Santasusana, M., Oñate, E., Carbonell, J.M., Irazábal, J., Wriggers, P., "Combined DE/FE Method for the simulation of particle-solid contact using a Cluster-DEM approach", 4th International Conference on Computational Contact Mechanics (ICCCM 2015), Hannover (Germany), 2015.

Santasusana, M., Oñate, E., Carbonell, J.M., Irazábal, J., Wriggers, P., "A Coupled FEM-DEM procedure for nonlinear analysis of structural interaction with particles", IV International Conference on Particle based Methods Fundamentals and Applications (Particles 2015), Barcelona (Spain), 2015.

Vicente, D.J., Garrote, L., Rodríguez,J., Sánchez, R., "Lessons learned from the elaboration of SEEAW tables in the Duero basin", EGU General Assembly Conference, Viena (Austria), 2015.

2014

Salazar, F., San Mauro, J., Oñate, E., Toledo, M.A., "CFD analysis of flow pattern in labyrinth weirs", 1st International Seminar on Dam Protections against Overtopping and Accidental Leakage, Madrid (Spain), 2014.

San Mauro, J., Toledo, M.A., Morán, R., "CFD study of the time dependent flow pattern around the slope of rockfill dams in overtopping scenario", 1st International Seminar on Dam Protections against Overtopping and Accidental Leakage, Madrid (Spain), 2014.

Vicente, D.J., "Comparación de diferentes métodos de determinación de la presión media en sistemas de distribución de agua, para la estimación de caudal fugado", VIII Seminario Líneas Prioritarias Red de Laboratorios de Hidráulica de España (RLHE), Valencia (Spain), 2014.

2013

Irazábal, J., Salazar, F., Celigueta, M.A., Larese, A., Oñate, E., "Numerical modelling of landslides in reservoirs using the particle finite element method and a non-Newtonian Bingham model", III International Conference on Particle based Methods Fundamentals and Applications (Particles 2013) Stuttgart (Germany), 2013.