Uncertainty quantification of the wall thickness and stiffness in an idealized dissected aorta

Prediction of soil compaction parameters through the development and experimental validation of Gaussian process regression models

Malleable Kernel Interpolation for Scalable Structured Gaussian Process

Improving model-based control of a soft robot via gaussian process regression

Evaluating railway track stiffness using axle box accelerations: A digital twin approach

Polynomial Chaos Expansion-Based Enhanced Gaussian Process Regression for Wind Velocity Field Estimation from Aircraft-Derived Data

Projecting basis functions with tensor networks for Gaussian process regression

Cascaded Calibration of Mechatronic Systems via Bayesian Inference

Large-scale magnetic field maps using structured kernel interpolation for Gaussian process regression

Magnetic field SLAM: using an inertial human motion suit and reduced rank Gaussian process regression

Predicting noise attenuation level in the earplugs using Gaussian Process Regression

Bayesian system identification of civil engineering structures using high resolution optic fibre measurements and surrogate modelling

Contour Method with Uncertainty Quantification: A Robust and Optimised Framework via Gaussian Process Regression

On the Estimation of Vector Wind Profiles Using Aircraft-Derived Data and Gaussian Process Regression

Machine Learning-Assisted probabilistic fatigue evaluation of Rib-to-Deck joints in orthotropic steel decks

GPR-assisted evaluation of probabilistic fatigue crack growth in rib-to-deck joints in orthotropic steel decks considering mixed failure models

Gaussian Process based Feedforward Control for Nonlinear Systems with Flexible Tasks: With Application to a Printer with Friction

Forecasting of electric vehicle load profiles: Predicting the uncontrolled load stemming from a large group of electric vehicles as input for trading on energy markets

Remote Sensing: Deriving water quality indicators from high-resolution satellite data using spatio-temporal statistics

Uncertainty Modelling in Aircraft Trajectory Predictions