Publications in collaboration with researchers from Basque Research and Technology Alliance (8)

2025

  1. Deep neural network for damage detection in Infante Dom Henrique bridge using multi-sensor data

    Structural Health Monitoring, Vol. 24, Núm. 1, pp. 372-401

2024

  1. Reducing spatial discretization error on coarse CFD simulations using an openFOAM-embedded deep learning framework

    Engineering with Computers

2023

  1. Bridge damage identification under varying environmental and operational conditions combining Deep Learning and numerical simulations

    Mechanical Systems and Signal Processing, Vol. 200

  2. Diagnosis of the health status of mooring systems for floating offshore wind turbines using autoencoders

    Ocean Engineering, Vol. 287

  3. On building physics-based AI models for the design and SHM of mooring systems

    Trends in Renewable Energies Offshore - Proceedings of the 5th International Conference on Renewable Energies Offshore, RENEW 2022

2022

  1. Deep learning enhanced principal component analysis for structural health monitoring

    Structural Health Monitoring, Vol. 21, Núm. 4, pp. 1710-1722

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

    Engineering Structures, Vol. 257

2021

  1. Vibration-Based SHM Strategy for a Real Time Alert System with Damage Location and Quantification

    Lecture Notes in Civil Engineering