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Dive into the research topics where Miguel Ángel Toledo is active.

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Featured researches published by Miguel Ángel Toledo.


international symposium on neural networks | 2013

Dam seepage analysis based on artificial neural networks: The hysteresis phenomenon

David Santillán; Jesús Fraile-Ardanuy; Miguel Ángel Toledo

Seepage flow measurement is an important behavior indicator when providing information about dam performance. The main objective of this study is to analyze seepage by means of an artificial neural network model. The model is trained and validated with data measured at a case study. The dam behavior towards different water level changes is reproduced by the model and a hysteresis phenomenon detected and studied. Artificial neural network models are shown to be a powerful tool for predicting and understanding seepage phenomenon.


Structural Safety | 2015

An empirical comparison of machine learning techniques for dam behaviour modelling

Fernando Salazar; Miguel Ángel Toledo; Eugenio Oñate; Rafael Morán


Archives of Computational Methods in Engineering | 2017

Data-Based Models for the Prediction of Dam Behaviour: A Review and Some Methodological Considerations

Fernando Salazar; Rafael Morán; Miguel Ángel Toledo; Eugenio Oñate


Engineering Structures | 2016

Interpretation of dam deformation and leakage with boosted regression trees

Fernando Salazar; Miguel Ángel Toledo; Eugenio Oñate; B. Suárez


Structural Control & Health Monitoring | 2017

Early detection of anomalies in dam performance: A methodology based on boosted regression trees

Fernando Salazar; Miguel Ángel Toledo; José Manuel González; Eugenio Oñate


Engineering Structures | 2015

A methodology for the assessment of the effect of climate change on the thermal-strain–stress behaviour of structures

D. Santillán; E. Salete; Miguel Ángel Toledo


Applied Thermal Engineering | 2015

A new 1D analytical model for computing the thermal field of concrete dams due to the environmental actions

D. Santillán; E. Salete; Miguel Ángel Toledo


Archive | 2015

Dam Protections against Overtopping and Accidental Leakage

Miguel Ángel Toledo; Rafael Morán; Eugenio Oñate


Revista Internacional De Metodos Numericos Para Calculo Y Diseno En Ingenieria | 2014

Modelación del funcionamiento hidráulico de los dispositivos de aireación de desagües de fondo de presas mediante el método de partículas y elementos finitos

D. Pozo; F. Salazar; Miguel Ángel Toledo


Ingeniería del Agua, ISSN 1886-4996, 2016-07-29, Vol. 20, No. 3 | 2016

Modelación física y numérica de aliviaderos en laberinto con fondo poliédrico

J. San Mauro; Fernando Salazar; Miguel Ángel Toledo; F. J. Caballero; C. Ponce-Farfán; T. Ramos

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Rafael Morán

Technical University of Madrid

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Fernando Salazar

Polytechnic University of Catalonia

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Eugenio Oñate

Polytechnic University of Catalonia

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Javier San Mauro

Polytechnic University of Catalonia

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Antonia Larese De Tetto

Polytechnic University of Catalonia

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F. J. Caballero

Technical University of Madrid

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D. Santillán

Technical University of Madrid

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David Santillán

Technical University of Madrid

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E. Salete

Technical University of Madrid

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Ricardo Alves

Technical University of Madrid

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