Ángel J. Omella

Supervised Deep Learning with Finite Element simulations for damage identification in bridges

Ana Fernández-Navamuel, Diego Zamora-Sánchez, Ángel J. Omella et al. · Engineering Structures · 2022 · 81 citations · Full text

Bridge Design, Finite Element Simulations, Engineering +13

Deep learning enhanced principal component analysis for structural health monitoring

Ana Fernández-Navamuel, Filipe Magalhães, Diego Zamora-Sánchez et al. · Structural Health Monitoring · 2022 · 51 citations · Full text

Convolutional Neural Network, Image Analysis, Machine Learning +15

Vertical cracks characterization using lock-in thermography: I infinite cracks

Nelson W. Pech‐May, A. Oleaga, A. Mendioroz et al. · Measurement Science and Technology · 2014 · 39 citations

Engineering, Mechanical Engineering, Numerical Simulation +9

On quadrature rules for solving Partial Differential Equations using Neural Networks

Jon Ander Rivera, Jamie M. Taylor, Ángel J. Omella et al. · Computer Methods in Applied Mechanics and Engineering · 2022 · 38 citations · Full text

Vertical cracks characterization using lock-in thermography: II finite cracks

R. Celorrio, Ángel J. Omella, Nelson W. Pech‐May et al. · Measurement Science and Technology · 2014 · 37 citations

Engineering, Mechanical Engineering, Vertical Cracks +17