Manuel Chiachío

28 papers Journal 23Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Fatigue delamination shape prognostics in composites using numerical simulation-assisted transfer learning.
Adv. Eng. Informatics
Ruirui Zhong, Xi Vincent Wang, Lihui Wang, Manuel Chiachío, Francesco Cadini, Claudio Sbarufatti, Tianzhi Li
2024 J jnl
A computer-based simulation methodology of the predetermined maintenance scheme of an irradiation facility.
Comput. Ind. Eng.
Mohammad Hisham Ismail, Manuel Chiachío, Juan Chiachío, Fernando Arranz, Ali Saleh
2024 J jnl
A general approach to assessing SHM reliability considering sensor failures based on information theory.
Reliab. Eng. Syst. Saf.
Wen Wu, Sergio Cantero-Chinchilla, Darren Prescott, Rasa Remenyte-Prescott, Manuel Chiachío
2024 J jnl
An asset management modelling framework for wind turbine blades considering monitoring system reliability.
Reliab. Eng. Syst. Saf.
Wen Wu, Darren Prescott, Rasa Remenyte-Prescott, Ali Saleh, Manuel Chiachío
2024 J jnl
Intelligent and adaptive asset management model for railway sections using the
Reliab. Eng. Syst. Saf.
Ali Saleh, Rasa Remenyte-Prescott, Darren Prescott, Manuel Chiachío
2024 J jnl
Physics-guided recurrent neural network trained with approximate Bayesian computation: A case study on structural response prognostics.
Reliab. Eng. Syst. Saf.
Juan Fernández Salas, Juan Chiachío, José Barros, Manuel Chiachío, Chetan S. Kulkarni
2024 J jnl
Training of physics-informed Bayesian neural networks with ABC-SS for prognostic of Li-ion batteries.
Comput. Ind.
Juan Fernández Salas, Matteo Corbetta, Chetan S. Kulkarni, Juan Chiachío, Manuel Chiachío
2023 J jnl
Damage Quantification and Identification in Structural Joints through Ultrasonic Guided Wave-Based Features and an Inverse Bayesian Scheme.
Sensors
Wen Wu, Sergio Cantero-Chinchilla, Wang-Ji Yan, Manuel Chiachío, Rasa Remenyte-Prescott, Dimitrios Chronopoulos
2023 — conf
Modelling and Analysis of the Scheduled Maintenance for the Test Cell of the IFMIF DONES Facility.
ICSRS
Mohammad Hisham Ismail, Manuel Chiachío, Juan Chiachío, Fernando Arranz
2023 J jnl
Physics-guided Bayesian neural networks by ABC-SS: Application to reinforced concrete columns.
Eng. Appl. Artif. Intell.
Juan Fernández Salas, Juan Chiachío, Manuel Chiachío, José Barros, Matteo Corbetta
2023 J jnl
Self-adaptive optimized maintenance of offshore wind turbines by intelligent Petri nets.
Reliab. Eng. Syst. Saf.
Ali Saleh, Manuel Chiachío, Juan Fernández Salas, Athanasios Kolios
2022 J jnl
Adaptive approximate Bayesian computation by subset simulation for structural model calibration.
Comput. Aided Civ. Infrastructure Eng.
José Barros, Manuel Chiachío, Juan Chiachío, Frank Cabanilla
2022 J jnl
Reduction of Petri net maintenance modeling complexity via Approximate Bayesian Computation.
Reliab. Eng. Syst. Saf.
Manuel Chiachío, Ali Saleh, Susannah Naybour, Juan Chiachío, John D. Andrews
2022 J jnl
Uncertainty quantification in Neural Networks by Approximate Bayesian Computation: Application to fatigue in composite materials.
Eng. Appl. Artif. Intell.
Juan Fernández Salas, Manuel Chiachío, Juan Chiachío, Rafael Muñoz, Francisco Herrera
2021 J jnl
A panoramic view and swot analysis of artificial intelligence for achieving the sustainable development goals by 2030: progress and prospects.
Appl. Intell.
Iván Palomares, Eugenio Martínez-Cámara, Rosana Montes, Pablo García-Moral, Manuel Chiachío, Juan Chiachío, Sergio Alonso, Francisco J. Melero, Daniel Molina, Bárbara Fernández, Cristina Moral, Rosario Marchena, Javier Pérez de Vargas, Francisco Herrera
2021 J jnl
OptiSens - Convex optimization of sensor and actuator placement for ultrasonic guided-wave based structural health monitoring.
SoftwareX
Sergio Cantero-Chinchilla, James L. Beck, Juan Chiachío, Manuel Chiachío, Dimitrios Chronopoulos
2021 J jnl
Structural Health Monitoring Using Ultrasonic Guided-Waves and the Degree of Health Index.
Sensors
Sergio Cantero-Chinchilla, Gerardo Aranguren, José Manuel Royo, Manuel Chiachío, Josu Etxaniz, Andrea Calvo-Echenique
2020 J jnl
A Markov chains prognostics framework for complex degradation processes.
Reliab. Eng. Syst. Saf.
Juan Chiachío, María L. Jalón, Manuel Chiachío, Athanasios Kolios
2019 J jnl
A knowledge-based prognostics framework for railway track geometry degradation.
Reliab. Eng. Syst. Saf.
Juan Chiachío, Manuel Chiachío, Darren Prescott, John D. Andrews
2019 J jnl
Plausible Petri nets as self-adaptive expert systems: A tool for infrastructure asset monitoring.
Comput. Aided Civ. Infrastructure Eng.
Manuel Chiachío, Juan Chiachío, Darren Prescott, John D. Andrews
2018 J jnl
A new paradigm for uncertain knowledge representation by Plausible Petri nets.
Inf. Sci.
Manuel Chiachío, Juan Chiachío, Darren Prescott, John D. Andrews
2017 J jnl
A new algorithm for prognostics using Subset Simulation.
Reliab. Eng. Syst. Saf.
Manuel Chiachío, Juan Chiachío, Shankar Sankararaman, Kai Goebel, John D. Andrews
2015 J jnl
Condition-based prediction of time-dependent reliability in composites.
Reliab. Eng. Syst. Saf.
Juan Chiachío, Manuel Chiachío, Shankar Sankararaman, Abhinav Saxena, Kai Goebel
2014 J jnl
Approximate Bayesian Computation by Subset Simulation.
SIAM J. Sci. Comput.
Manuel Chiachío, James L. Beck, Juan Chiachío, Guillermo Rus
2014 — conf
FDTD simulations for ultrasound propagation in a 2-D cervical tissue model.
IWBBIO
Laura Peralta, Guillermo Rus, Nicolas Bochud, Juan Manuel Melchor Rodriguez, Juan Chiachío, Manuel Chiachío
2014 — conf
Information-theory approach to model class assessment for tissue-engineered cultures consistence evolution.
IWBBIO
Juan Chiachío, Manuel Chiachío, Guillermo Rus-Carlborg, Nicolas Bochud, Laura Peralta, Juan Manuel Melchor Rodriguez
2014 — conf
Model-based probability of detection of pathologies in soft tissue.
IWBBIO
Juan Manuel Melchor Rodriguez, Guillermo Rus, Nicolas Bochud, Laura Peralta, Juan Chiachío, Manuel Chiachío, Antonio Gómez
2014 — conf
Ultrasonic monitoring of artificial tissue mechanical properties in biorreactor.
IWBBIO
Guillermo Rus, Nicolas Bochud, Juan Manuel Melchor Rodriguez, Laura Peralta, Juan Chiachío, Manuel Chiachío, Antonio Gómez