Modern Bayesian inference involves a mixture of computational techniques for estimating,
validating, and drawing conclusions from probabilistic models as part of principled …

An improved acoustic emission (AE) based structural damage source localization method for
wind turbine blade is proposed in this paper. Firstly, the dispersion relations of wind turbine …

Human-centric smart manufacturing (HCSM) envisions a symbiotic relationship between
humans and machines, leveraging human capability and Artificial Intelligence (AI)'s …

Coupling-based normalizing flows (eg RealNVP) are a popular family of normalizing flow
architectures that work surprisingly well in practice. This calls for theoretical understanding …

Abstract Model updating for marine shaft-raft-hull systems presents significant challenges
due to the numerous components and the resulting inaccessible parameters. This study …

Likelihood-free inference methods have been widely adopted, but they face significant
challenges in updating multi-level computational models that have hierarchically embedded …

Under the rapid development of wind turbines, the rotor size has substantially increased in
recent years. To meet the key design criteria, finding a trade-off between aerodynamic …

Axial and torsional fatigue tests at different stress ratios were performed on a structural
adhesive designed for wind turbine rotor blades. By employing previously optimized …

Uncertainty quantification (UQ) is a well-established category of methods to estimate the
effect of parameter variations on a quantity of interest, based on a solid mathematical …

Digitalization, especially in the form of a digital twin, is fast becoming a key instrument for the
monitoring of a product's life cycle from manufacturing to operation and maintenance and …