J. Mata

Interpretation of concrete dam behaviour with artificial neural network and multiple linear regression models

J. Mata · Engineering Structures · 2011 · 358 citations

Engineering, Civil Engineering, Machine Learning +10

Constructing statistical models for arch dam deformation

J. Mata, A. Tavares de Castro, José Sá da Costa · Structural Control and Health Monitoring · 2013 · 233 citations · Full text

Engineering, Civil Engineering, Heat Transfer +14

Time–frequency analysis for concrete dam safety control: Correlation between the daily variation of structural response and air temperature

J. Mata, A. Tavares de Castro, José Sá da Costa · Engineering Structures · 2013 · 61 citations · Full text

Engineering, Civil Engineering, Structural Analysis +16

Validation of Machine Learning Models for Structural Dam Behaviour Interpretation and Prediction

J. Mata, Fernando Salazar, José Barateiro et al. · Water · 2021 · 35 citations · Full text

Engineering, Civil Engineering, Machine Learning +15

Construction of decision rules for early detection of a developing concrete arch dam failure scenario. A discriminant approach

J. Mata, Noemí Schclar Leitão, A. Tavares de Castro et al. · Computers & Structures · 2014 · 26 citations · Full text

Computing, Civil Engineering, Hazard Identification +11