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Salazar, F., San-Mauro, J., Celigueta, M. Á., & Oñate Shockwaves in spillways with the particle finite element method.   Computational Particle Mechanics Vol. 7 (1), pp. 87-99, 2020 


Irazábal, J., Salazar, F., Santasusana, M., & Oñate, E.   Effect of the integration scheme on the rotation of non-spherical particles with the discrete element method.   Computational Particle Mechanics pp. 1-15, 2019 

Salazar, Fernando, & Crookston, B.   A Performance Comparison of Machine Learning Algorithms for Arced Labyrinth Spillways   Water Vol. 11 (3), p. 544, 2019 


Irazábal, J., Salazar, F., & Oñate, E.   Numerical modelling of granular materials with spherical discrete particles and the bounded rolling friction model. Application to railway ballast.   Computers and Geotechnics Vol. 85, pp. 220-229, 2017 

Lezcano-Valverde, J. M., Salazar, F., León, L., Toledano, E., Jover, J. A., Fernandez-Gutierrez, B., Soudah, E., González-Álvaro, I., Abasolo, L., & Rodriguez-Rodriguez, L. Development and validation of a multivariate predictive model for rheumatoid arthritis mortality using a machine learning approach.   Scientific Reports Vol. 7 (1), pp. 1-10, 2017 

Salazar, Fernando, Morán, R., Toledo, M. Á., & Oñate, E.  Data-Based Models for the Prediction of Dam Behaviour: A Review and Some Methodological Considerations.   Archives of Computational Methods in Engineering Vol. 24 (1), p. 1-21, 2017 

Salazar, Fernando, San-Mauro, J., Celigueta, M. Á., & Oñate, E.   Air demand estimation in bottom outlets with the particle finite element method.   Computational Particle Mechanics Vol. 4 (3), pp. 345-356, 2017 

Salazar, Fernando, Toledo, M. Á., González, J. M., & Oñate, E.   Early detection of anomalies in dam performance: A methodology based on boosted regression trees.   Structural Control and Health Monitoring Vol. 24 (11), e2012, 2017 

Vicente, D. J., San Mauro, J., Salazar, F., & Baena, C. M.  An Interactive Tool for Automatic Predimensioning and Numerical Modeling of Arch Dams.   Mathematical Problems in Engineering pp. 1-12, 2017 


Salazar, Fernando, Toledo, M. Á., Oñate, E., & Suárez, B   Interpretation of dam deformation and leakage with boosted regression trees.   Engineering Structures Vol. 119, pp. 230-251, 2016 

Santasusana, M., Irazábal, J., Oñate, E., & Carbonell, J. M.   The Double Hierarchy Method. A parallel 3D contact method for the interaction of spherical particles with rigid FE boundaries using the DEM.   Computational Particle Mechanics, Vol. 3 (3), pp. 407-428, 2016 

Vicente, D. J., Garrote, L., Sánchez, R., & Santillán, D.   Pressure management in water distribution systems: Current status, proposals, and future trends.   Journal of Water Resources Planning and Management Vol. 142 (2), 04015061, 2016 

Vicente, D. J., Rodríguez-Sinobas, L., Garrote, L., & Sánchez, R.   Application of the system of environmental economic accounting for water SEEAW to the Spanish part of the Duero basin: Lessons learned.   Science of the Total Environment Vol. 563, pp. 61-622, 2016 


Salazar, F., Irazábal, J., Larese, A., & Oñate, E.   Numerical modelling of landslide‐generated waves with the particle finite element method (PFEM) and a non-Newtonian flow model.   International Journal for Numerical and Analytical Methods in Geomechanics Vol. 40 (6), pp. 809-826, 2015 

Salazar, F., Toledo, M. A., Oñate, E., & Morán, R.   An empirical comparison of machine learning techniques for dam behaviour modelling.   Structural Safety Vol. 56, pp. 9–17, 2015 


Salazar, Fernando, Morán, R., Rossi, R., & Oñate, E.  Analysis of the discharge capacity of radial-gated spillways using CFD and ANN – Oliana Dam case study.   Journal of Hydraulic Research, Vol. 51 (3), pp. 244-252, 2013.