R. Fuentes

A Bayesian non-parametric clustering approach for semi-supervised Structural Health Monitoring

Timothy J. Rogers, Keith Worden, R. Fuentes et al. · Mechanical Systems and Signal Processing · 2018 · 88 citations · Full text

Bayesian Statistic, Engineering, Machine Learning +20

Equation discovery for nonlinear dynamical systems: A Bayesian viewpoint

R. Fuentes, Rajdip Nayek, Paul Gardner et al. · Mechanical Systems and Signal Processing · 2021 · 68 citations

Discrete Dynamical System, Nonlinear System Identification, Parameter Identification +1

Detection of sub-surface damage in wind turbine bearings using acoustic emissions and probabilistic modelling

R. Fuentes, R.S. Dwyer-Joyce, Matthew Marshall et al. · Renewable Energy · 2019 · 59 citations · Full text

Fault Diagnosis, Aeroacoustics, Engineering +18

Machine learning at the interface of structural health monitoring and non-destructive evaluation

Paul Gardner, R. Fuentes, Nikolaos Dervilis et al. · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · 2020 · 57 citations · Full text

Engineering, Machine Learning, Mechanical Engineering +18

On spike-and-slab priors for Bayesian equation discovery of nonlinear dynamical systems via sparse linear regression

Rajdip Nayek, R. Fuentes, Keith Worden et al. · Mechanical Systems and Signal Processing · 2021 · 56 citations · Full text

Nonlinear System Identification, Parameter Identification, Sparse Representation +9