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Samuel John Gibson
Samuel John Gibson
Research Associate
Verified email at sheffield.ac.uk
Title
Cited by
Cited by
Year
Improving aircraft performance using machine learning: A review
S Le Clainche, E Ferrer, S Gibson, E Cross, A Parente, R Vinuesa
Aerospace Science and Technology, 108354, 2023
1042023
Physics-Informed Machine Learning for Structural Health Monitoring
EJ Cross, SJ Gibson, MR Jones, DJ Pitchforth, S Zhang, TJ Rogers
Structural Health Monitoring Based on Data Science Techniques, 347-367, 2022
582022
A spectrum of physics-informed Gaussian processes for regression in engineering
EJ Cross, TJ Rogers, DJ Pitchforth, SJ Gibson, S Zhang, MR Jones
Data-Centric Engineering 5, e8, 2024
142024
Distributions of fatigue damage from data-driven strain prediction using Gaussian process regression
SJ Gibson, TJ Rogers, EJ Cross
Structural Health Monitoring 22 (5), 3065-3076, 2023
72023
Data-driven strain prediction models and fatigue damage accumulation
SJ Gibson, TJ Rogers, EJ Cross
Proceedings of the 29th international conference on noise and vibration …, 2020
52020
Integrating Physical Knowledge into Gaussian Process Regression Models for Probabilistic Fatigue Assessment
SJ Gibson, TJ Rogers, EJ Cross
European Workshop on Structural Health Monitoring, 472-481, 2022
22022
Damage-informed cost functions for improving data-driven fatigue prediction
SJ GIBSON, EJ CROSS
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