Robust optimal sensor configuration using the value of information
Cantero‐Chinchilla, Sergio, Papadimitriou, Costas, Chiachío, Juan, Chiachío, Manuel, Koumoutsakos, Petros, Fabro, Adriano T., Chronopoulos, Dimitrios
Published in Structural control and health monitoring (01.12.2022)
Published in Structural control and health monitoring (01.12.2022)
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Journal Article
Damage Quantification and Identification in Structural Joints through Ultrasonic Guided Wave-Based Features and an Inverse Bayesian Scheme
Wu, Wen, Cantero-Chinchilla, Sergio, Yan, Wang-Ji, Chiachio Ruano, Manuel, Remenyte-Prescott, Rasa, Chronopoulos, Dimitrios
Published in Sensors (Basel, Switzerland) (21.04.2023)
Published in Sensors (Basel, Switzerland) (21.04.2023)
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Journal Article
Predicting Rail Corrugation Based on Convolutional Neural Networks Using Vehicle's Acceleration Measurements
Haghbin, Masoud, Chiachío, Juan, Muñoz, Sergio, Escalona Franco, Jose Luis, Guillén, Antonio J, Crespo Marquez, Adolfo, Cantero-Chinchilla, Sergio
Published in Sensors (Basel, Switzerland) (17.07.2024)
Published in Sensors (Basel, Switzerland) (17.07.2024)
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Journal Article
An Empirical Study on Transmission Beamforming for Ultrasonic Guided-Wave Based Structural Health Monitoring
Cantero-Chinchilla, Sergio, Aranguren, Gerardo, Malik, Muhammad Khalid, Etxaniz, Josu, de la Escalera, Federico Martín
Published in Sensors (Basel, Switzerland) (06.03.2020)
Published in Sensors (Basel, Switzerland) (06.03.2020)
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Journal Article
A robust Bayesian methodology for damage localization in plate-like structures using ultrasonic guided-waves
Cantero-Chinchilla, Sergio, Chiachío, Juan, Chiachío, Manuel, Chronopoulos, Dimitrios, Jones, Arthur
Published in Mechanical systems and signal processing (01.05.2019)
Published in Mechanical systems and signal processing (01.05.2019)
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Journal Article
A deep learning based methodology for artefact identification and suppression with application to ultrasonic images
Cantero-Chinchilla, Sergio, Wilcox, Paul D., Croxford, Anthony J.
Published in NDT & E international : independent nondestructive testing and evaluation (01.03.2022)
Published in NDT & E international : independent nondestructive testing and evaluation (01.03.2022)
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Journal Article
Bayesian inference for damage identification based on analytical probabilistic model of scattering coefficient estimators and ultrafast wave scattering simulation scheme
Yan, Wang-Ji, Chronopoulos, Dimitrios, Papadimitriou, Costas, Cantero-Chinchilla, Sergio, Zhu, Guo-Shu
Published in Journal of sound and vibration (03.03.2020)
Published in Journal of sound and vibration (03.03.2020)
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Journal Article
A fast Bayesian inference scheme for identification of local structural properties of layered composites based on wave and finite element-assisted metamodeling strategy and ultrasound measurements
Yan, Wang-Ji, Chronopoulos, Dimitrios, Cantero-Chinchilla, Sergio, Yuen, Ka-Veng, Papadimitriou, Costas
Published in Mechanical systems and signal processing (01.09.2020)
Published in Mechanical systems and signal processing (01.09.2020)
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Journal Article
Convolutional neural networks for ultrasound corrosion profile time series regression
Cantero-Chinchilla, Sergio, Simpson, Christopher A., Ballisat, Alexander, Croxford, Anthony J., Wilcox, Paul D.
Published in NDT & E international : independent nondestructive testing and evaluation (01.01.2023)
Published in NDT & E international : independent nondestructive testing and evaluation (01.01.2023)
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Journal Article
Optimal sensor and actuator placement for structural health monitoring via an efficient convex cost-benefit optimization
Cantero-Chinchilla, Sergio, Beck, James L., Chiachío, Manuel, Chiachío, Juan, Chronopoulos, Dimitrios, Jones, Arthur
Published in Mechanical systems and signal processing (01.10.2020)
Published in Mechanical systems and signal processing (01.10.2020)
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Journal Article