MANUEL
CHIACHIO RUANO
PROFESOR TITULAR DE UNIVERSIDAD
JUAN
CHIACHIO RUANO
PROFESOR TITULAR DE UNIVERSIDAD
Publicaciones en las que colabora con JUAN CHIACHIO RUANO (65)
2024
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Physics-guided recurrent neural network trained with approximate Bayesian computation: A case study on structural response prognostics
Reliability Engineering and System Safety, Vol. 243
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Training of physics-informed Bayesian neural networks with ABC-SS for prognostic of Li-ion batteries
Computers in Industry, Vol. 155
2023
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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
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Optimized Petri Net Model for Condition-Based Maintenance of a Turbine Blade
Lecture Notes in Mechanical Engineering
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Particle Filter-Based Delamination Shape Prediction in Composites
Lecture Notes in Civil Engineering
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Particle filter-based delamination shape prediction in composites subjected to fatigue loading
Structural Health Monitoring, Vol. 22, Núm. 3, pp. 1844-1862
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Physics-guided Bayesian neural networks by ABC-SS: Application to reinforced concrete columns
Engineering Applications of Artificial Intelligence, Vol. 119
2022
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A Bayesian approach for damage assessment in welded structures using Lamb-wave surrogate models and minimal sensing
NDT and E International, Vol. 128
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A cross-sectoral review of the current and potential maintenance strategies for composite structures
SN Applied Sciences, Vol. 4, Núm. 6
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Adaptive approximate Bayesian computation by subset simulation for structural model calibration
Computer-Aided Civil and Infrastructure Engineering, Vol. 37, Núm. 6, pp. 726-745
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Probabilistic Safety Assessment in Composite Materials using BNN by ABC-SS
Probabilistic Safety Assessment and Management, PSAM 2022
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Probabilistic Safety Assessment in Composite Materials using BNN by ABC-SS
Proceedings of the Annual Conference of the Prognostics and Health Management Society, PHM
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Reduction of Petri net maintenance modeling complexity via Approximate Bayesian Computation
Reliability Engineering and System Safety, Vol. 222
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Robust optimal sensor configuration using the value of information
Structural Control and Health Monitoring, Vol. 29, Núm. 12
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Structural digital twin framework: Formulation and technology integration
Automation in Construction, Vol. 140
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Uncertainty quantification in Neural Networks by Approximate Bayesian Computation: Application to fatigue in composite materials
Engineering Applications of Artificial Intelligence, Vol. 107
2021
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A panoramic view and swot analysis of artificial intelligence for achieving the sustainable development goals by 2030: progress and prospects
Applied Intelligence, Vol. 51, Núm. 9, pp. 6497-6527
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Inteligencia artificial y tecnologías digitales para los ODS
Real Academia de Ingeniería
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OptiSens—Convex optimization of sensor and actuator placement for ultrasonic guided-wave based structural health monitoring
SoftwareX, Vol. 13
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Ordering artificial intelligence based recommendations to tackle the sdgs with a decision-making model based on surveys
Sustainability (Switzerland), Vol. 13, Núm. 11