Publications by the researcher in collaboration with JUAN FERNÁNDEZ SALAS (8)

2024

  1. A semi-empirical method for shear response modelling of masonry infilled frame structures

    Structures, Vol. 61

  2. Physics-guided recurrent neural network trained with approximate Bayesian computation: A case study on structural response prognostics

    Reliability Engineering and System Safety, Vol. 243

  3. Training of physics-informed Bayesian neural networks with ABC-SS for prognostic of Li-ion batteries

    Computers in Industry, Vol. 155

2023

  1. Physics-guided Bayesian neural networks by ABC-SS: Application to reinforced concrete columns

    Engineering Applications of Artificial Intelligence, Vol. 119

  2. Self-adaptive optimized maintenance of offshore wind turbines by intelligent Petri nets

    Reliability Engineering and System Safety, Vol. 231

2022

  1. Probabilistic Safety Assessment in Composite Materials using BNN by ABC-SS

    Proceedings of the Annual Conference of the Prognostics and Health Management Society, PHM

  2. Probabilistic Safety Assessment in Composite Materials using BNN by ABC-SS

    Probabilistic Safety Assessment and Management, PSAM 2022

  3. Structural digital twin framework: Formulation and technology integration

    Automation in Construction, Vol. 140