Dr Sergio Cantero Chinchilla
MSc/BSc, MSc, PhD
Expertise
Current positions
Senior Lecturer
School of Electrical, Electronic and Mechanical Engineering
Contact
Press and media
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Projects and supervisions
Research projects
EPSRC Impact Acceleration Account (IAA) - Improving soil characterisation through acoustic emission and machine learning
Principal Investigator
Description
The project aims to explore a novel machine learning (ML) based technology capable of processing soil-emitted acoustic signals and enhance the accuracy in characterising geomaterials’ mechanical properties.Managing organisational unit
School of Civil, Aerospace and Design EngineeringDates
03/06/2024 to 29/11/2024
Publications
Recent publications
19/09/20252D Laser-Induced Phased Arrays for Large-Area Scans Using Poisson-Disk Layouts
Structural Health Monitoring 2025
Self- and Domain-Awareness for Machine Learning in NDE and SHM
Structural Health Monitoring 2025
A contribution by gradient explainability method for 1D-CNNs on ultrasonic data
NDT and E International
Damage imaging in structural health monitoring with fine-tuned conditional diffusion model
Mechanical Systems and Signal Processing
Integrating Machine Learning and Finite Element Simulation for Interpretable Prediction of 3D-Printed Bone Scaffold Mechanics
International Journal of Bioprinting
Related people
Professor Anthony Croxford
Professor of Ultrasonics and Dynamics
School of Electrical, Electronic and Mechanical Engineering
Professor Paul Wilcox
Professor of Dynamics
School of Electrical, Electronic and Mechanical Engineering
Dr Fengyuan Liu
Senior Lecturer
School of Electrical, Electronic and Mechanical Engineering
Dr Mohammad Ali Fakih
Senior Research Associate
School of Electrical, Electronic and Mechanical Engineering