Publicaciones (76) Publicaciones de JUAN CHIACHIO RUANO

2024

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

    Reliability Engineering and System Safety, Vol. 243

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

    Computers in Industry, Vol. 155

2023

  1. Advanced Health Monitoring of Composite Structures Through Deep Learning-Based Analysis of Lamb Wave Data for Developing Health Indicators

    Structural Health Monitoring 2023: Designing SHM for Sustainability, Maintainability, and Reliability - Proceedings of the 14th International Workshop on Structural Health Monitoring

  2. Análisis de la enseñanza universitaria sobre fiabilidad y riesgo en Ingeniería: perspectivas desde distintas universidades nacionales

    Innovación docente e investigación en ciencias, ingeniería y arquitectura: nuevas tendencias para el cambio en la enseñanza superior (Dykinson), pp. 45-54

  3. Bayesian structural parameter identification from ambient vibration in cultural heritage buildings: The case of the San Jerónimo monastery in Granada, Spain

    Engineering Structures, Vol. 284

  4. Intelligent Health Indicators Based on Semi-supervised Learning Utilizing Acoustic Emission Data

    Lecture Notes in Civil Engineering

  5. Intelligent health indicator construction for prognostics of composite structures utilizing a semi-supervised deep neural network and SHM data

    Engineering Applications of Artificial Intelligence, Vol. 117

  6. Modelling and Analysis of the Scheduled Maintenance for the Test Cell of the IFMIF DONES Facility

    2023 7th International Conference on System Reliability and Safety, ICSRS 2023

  7. Optimized Petri Net Model for Condition-Based Maintenance of a Turbine Blade

    Lecture Notes in Mechanical Engineering

  8. Particle Filter-Based Delamination Shape Prediction in Composites

    Lecture Notes in Civil Engineering

  9. Particle filter-based delamination shape prediction in composites subjected to fatigue loading

    Structural Health Monitoring, Vol. 22, Núm. 3, pp. 1844-1862

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

    Engineering Applications of Artificial Intelligence, Vol. 119

  11. Yield displacement charts for performance-based seismic design

    Bulletin of Earthquake Engineering, Vol. 21, Núm. 1, pp. 237-255

2022

  1. A Bayesian approach for damage assessment in welded structures using Lamb-wave surrogate models and minimal sensing

    NDT and E International, Vol. 128

  2. A cross-sectoral review of the current and potential maintenance strategies for composite structures

    SN Applied Sciences, Vol. 4, Núm. 6

  3. Adaptive approximate Bayesian computation by subset simulation for structural model calibration

    Computer-Aided Civil and Infrastructure Engineering, Vol. 37, Núm. 6, pp. 726-745

  4. IDENTIFICATION OF HERITAGE STONE BUILDING DEGRADATION PATTERNS BASED ON DIGITAL PHOTOGRAMMETRY DATA

    REHABEND

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

    Probabilistic Safety Assessment and Management, PSAM 2022

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

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

  7. Reduction of Petri net maintenance modeling complexity via Approximate Bayesian Computation

    Reliability Engineering and System Safety, Vol. 222