Cyclical Variational Bayes Monte Carlo for efficient multi-modal posterior distributions evaluation

Natural Language Processing for systems engineering: Automatic generation of Systems Modelling Language diagrams

A Self-supervised Classification Algorithm for Sensor Fault Identification for Robust Structural Health Monitoring

Sequential ensemble Monte Carlo sampler for on-line Bayesian inference of time-varying parameter In engineering applications

Machine learning based optimization for interval uncertainty propagation

Coulomb friction effect on the forced vibration of damped mass-spring systems

A comparative study between Amontons-Coulomb and Dieterich-Ruina friction laws for the cyclic response of a single degree of freedom system

An efficient and robust sampler for Bayesian inference: Transitional Ensemble Markov Chain Monte Carlo

On the Combination of Random Matrix Theory With Measurements on a Single Structure

Gaussian Process Latent Force Models for Virtual Sensing in a Monopile-Based Offshore Wind Turbine

Sensor fault label identification for robust structural health monitoring

On the investigation of utility functions on optimal sensor locations

Dynamic response of multi-degree-of-freedom systems with a Coulomb friction contact under harmonic excitation

Multi-degree-of-freedom systems with a Coulomb friction contact: Analytical boundaries of motion regimes

Sampling methods for solving Bayesian model updating problems: A tutorial

Sensitivity analysis of generalised eigenproblems and application to wave and finite element models