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Found 8 papers, 1 papers with code
Sharing Information Between Machine Tools to Improve Surface Finish Forecasting
At present, most surface-quality prediction methods can only perform single-task prediction which results in under-utilised datasets, repetitive work and increased experimental costs.
Encoding Domain Expertise into Multilevel Models for Source Location
Most interestingly, domain expertise and knowledge of the underlying physics can be encoded in the model at the system, subgroup, or population level.
Canonical-Correlation-Based Fast Feature Selection
The supporting theorems developed for the feature selection method are fundamental to the understanding of the canonical correlation analysis.
Probabilistic Inference for Structural Health Monitoring: New Modes of Learning from Data
In data-driven SHM, the signals recorded from systems in operation can be noisy and incomplete.
Damage detection in operational wind turbine blades using a new approach based on machine learning
The methodology takes advantage of the fact that the blades on a turbine are nominally identical in structural properties and encounter the same environmental and operational variables (EOVs).
Structured Machine Learning Tools for Modelling Characteristics of Guided Waves
The use of ultrasonic guided waves to probe the materials/structures for damage continues to increase in popularity for non-destructive evaluation (NDE) and structural health monitoring (SHM).
A Bayesian methodology for localising acoustic emission sources in complex structures
In the field of structural health monitoring (SHM), the acquisition of acoustic emissions to localise damage sources has emerged as a popular approach.
On spike-and-slab priors for Bayesian equation discovery of nonlinear dynamical systems via sparse linear regression
The problem of discovering governing equations is cast as that of selecting relevant variables from a predetermined dictionary of basis variables and solved via sparse Bayesian linear regression.
Model Selection
Variable Selection
Methodology
Systems and Control
Systems and Control
Applications
