Outputs (2)

Uncertainty quantification in ultrasonic guided-waves based damage localization (2019)
Presentation / Conference Contribution
Cantero-Chinchilla, S., Chiachío, J., Chiachío, M., Chronopoulos, D., Jones, A., Essa, Y., & Martín De La Escalera, F. (2019, June). Uncertainty quantification in ultrasonic guided-waves based damage localization. Presented at 7th International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering (COMPDYN 2019), Crete, Greece

Bayesian methods for inverse problems offer higher robustness to noise and uncertainty than deterministic, yet accurate, inference methods. Both types of techniques typically focus on finding optimal model parameters that minimize an objective functi... Read More about Uncertainty quantification in ultrasonic guided-waves based damage localization.

A Bayesian time-of-flight estimation for ultrasonic damage detection (2018)
Presentation / Conference Contribution
Cantero-Chinchilla, S., Chiachío-Ruano, J., Chiachío-Ruano, M., Jones, A., Essa, Y., & Martín de la Escalera, F. (2018, July). A Bayesian time-of-flight estimation for ultrasonic damage detection. Presented at 9th European Workshop on Structural Health Monitoring (EWSHM 2018), Manchester, United Kingdom

SHM methods for damage detection and localisation in plate-like structures have typically relied on post-processing of ultrasonic guided waves (GWs) features. The time-of-flight is one of these features, which has been extensively used by the SHM com... Read More about A Bayesian time-of-flight estimation for ultrasonic damage detection.