Sergio Cantero-Chinchilla

About Sergio Cantero-Chinchilla

Sergio Cantero-Chinchilla, With an exceptional h-index of 11 and a recent h-index of 11 (since 2020), a distinguished researcher at University of Bristol, specializes in the field of Bayesian inverse problems, Structural health monitoring, Ultrasonic guided waves, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Deep learning uncertainty quantification for ultrasonic damage identification in composite structures

Optimising laser-induced phased-arrays for defect detection in continuous inspections

A data-driven approach to suppress artefacts using PCA and autoencoders

Damage detection, quantification, and localization for resonant metamaterials using physics-based and data-driven methods

Damage Quantification and Identification in Structural Joints through Ultrasonic Guided Wave-Based Features and an Inverse Bayesian Scheme

Uncertainty quantification of damage localization based on a probabilistic convolutional neural network

Convolutional neural networks for ultrasound corrosion profile time series regression

Guided waves-based damage identification in plates through an inverse Bayesian process

Sergio Cantero-Chinchilla Information

University

Position

___

Citations(all)

492

Citations(since 2020)

480

Cited By

111

hIndex(all)

11

hIndex(since 2020)

11

i10Index(all)

12

i10Index(since 2020)

12

Email

University Profile Page

Google Scholar

Sergio Cantero-Chinchilla Skills & Research Interests

Bayesian inverse problems

Structural health monitoring

Ultrasonic guided waves

Machine Learning

Top articles of Sergio Cantero-Chinchilla

Deep learning uncertainty quantification for ultrasonic damage identification in composite structures

Composite Structures

2024/4/4

Optimising laser-induced phased-arrays for defect detection in continuous inspections

NDT & E International

2024/6/1

Sergio Cantero-Chinchilla
Sergio Cantero-Chinchilla

H-Index: 5

Paul D Wilcox
Paul D Wilcox

H-Index: 39

A data-driven approach to suppress artefacts using PCA and autoencoders

NDT & E International

2023/10/1

Sergio Cantero-Chinchilla
Sergio Cantero-Chinchilla

H-Index: 5

Paul D Wilcox
Paul D Wilcox

H-Index: 39

Damage detection, quantification, and localization for resonant metamaterials using physics-based and data-driven methods

Structural Health Monitoring

2023/9

Damage Quantification and Identification in Structural Joints through Ultrasonic Guided Wave-Based Features and an Inverse Bayesian Scheme

Sensors

2023/4/21

Wen Wu
Wen Wu

H-Index: 10

Sergio Cantero-Chinchilla
Sergio Cantero-Chinchilla

H-Index: 5

Manuel Chiachio Ruano
Manuel Chiachio Ruano

H-Index: 12

Uncertainty quantification of damage localization based on a probabilistic convolutional neural network

Journal of Physics: Conference Series

2023/1/17

Ali Mardanshahi
Ali Mardanshahi

H-Index: 2

Sergio Cantero-Chinchilla
Sergio Cantero-Chinchilla

H-Index: 5

Convolutional neural networks for ultrasound corrosion profile time series regression

NDT & E International

2023/1/1

Sergio Cantero-Chinchilla
Sergio Cantero-Chinchilla

H-Index: 5

Paul D Wilcox
Paul D Wilcox

H-Index: 39

Guided waves-based damage identification in plates through an inverse Bayesian process

Ultrasonics

2022/9/1

Robust optimised design of 3D printed elastic metastructures: A trade-off between complexity and vibration attenuation

Journal of Sound and Vibration

2022/7/7

Sergio Cantero-Chinchilla
Sergio Cantero-Chinchilla

H-Index: 5

A deep learning based methodology for artefact identification and suppression with application to ultrasonic images

NDT & E International

2022/3

Sergio Cantero-Chinchilla
Sergio Cantero-Chinchilla

H-Index: 5

Paul D Wilcox
Paul D Wilcox

H-Index: 39

Robust optimal sensor configuration using the value of information

Structural Control and Health Monitoring

2022/12

Deep learning in automated ultrasonic NDE–developments, axioms and opportunities

2022/10/1

Sergio Cantero-Chinchilla
Sergio Cantero-Chinchilla

H-Index: 5

Paul D Wilcox
Paul D Wilcox

H-Index: 39

Bayesian damage localization and identification based on a transient wave propagation model for composite beam structures

Composite Structures

2021/7/1

Sergio Cantero-Chinchilla
Sergio Cantero-Chinchilla

H-Index: 5

Ultrasonic guided-wave based value of information approach for optimal sensor placement

2021

Sergio Cantero-Chinchilla
Sergio Cantero-Chinchilla

H-Index: 5

Ultrasonic Guided-waves Based Bayesian Damage Localisation and Optimal Sensor Configuration

2021

Sergio Cantero-Chinchilla
Sergio Cantero-Chinchilla

H-Index: 5

A homogenisation scheme for ultrasonic Lamb wave dispersion in textile composites through multiscale wave and finite element modelling

Structural Control and Health Monitoring

2021

Structural Health Monitoring Using Ultrasonic Guided-Waves and the Degree of Health Index

Sensors

2021/2/2

Sergio Cantero-Chinchilla
Sergio Cantero-Chinchilla

H-Index: 5

Gerardo Aranguren
Gerardo Aranguren

H-Index: 9

OptiSens—Convex optimization of sensor and actuator placement for ultrasonic guided-wave based structural health monitoring

SoftwareX

2021/1/1

Sergio Cantero-Chinchilla
Sergio Cantero-Chinchilla

H-Index: 5

Señal ultrasónica guiada de monitorización de fatiga en placa metálica

2020/12/22

Optimal sensor and actuator placement for structural health monitoring via an efficient convex cost-benefit optimization

Mechanical Systems and Signal Processing

2020/10/1

Sergio Cantero-Chinchilla
Sergio Cantero-Chinchilla

H-Index: 5

See List of Professors in Sergio Cantero-Chinchilla University(University of Bristol)

Co-Authors

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