Showing 1–20 of 20 results
/ Date/ Name
Sep 30, 2024On the topology and geometry of population-based SHMSep 27, 2024Towards an active-learning approach to resource allocation for population-based damage prognosisJan 4, 2024Monitoring-Supported Value Generation for Managing Structures and Infrastructure SystemsNov 6, 2023Quantifying the value of information transfer in population-based SHMOct 9, 2023Sharing Information Between Machine Tools to Improve Surface Finish ForecastingMay 16, 2023When is an SHM problem a Multi-Task-Learning problem?Mar 13, 2023Towards risk-informed PBSHM: Populations as hierarchical systemsSep 12, 2022On topological data analysis for SHM; an introduction to persistent homologySep 12, 2022On the application of the generating series for nonlinear systems with polynomial stiffnessSep 12, 2022On topological data analysis for structural dynamics: an introduction to persistent homologySep 8, 2022A Bayesian Method for Material Identification of Composite Plates via Dispersion CurvesJun 23, 2022A generalised form for a homogeneous population of structures using an overlapping mixture of Gaussian processesJun 23, 2022Improving decision-making via risk-based active learning: Probabilistic discriminative classifiersMay 24, 2022Informative Bayesian Tools for Damage Localisation by Decomposition of Lamb Wave SignalsMar 22, 2022A Bayesian Approach for Shaft Centre Localisation in Journal BearingsJan 7, 2022On robust risk-based active-learning algorithms for enhanced decision supportJun 15, 2021Canonical-Correlation-Based Fast Feature Selection for Structural Health MonitoringJan 5, 2021Structured Machine Learning Tools for Modelling Characteristics of Guided WavesDec 3, 2020On spike-and-slab priors for Bayesian equation discovery of nonlinear dynamical systems via sparse linear regressionJan 13, 2020Considering discrepancy when calibrating a mechanistic electrophysiology model