17 citations · 22 across the 3 of their papers we have counts for
3 papers
Digital twinning of self-sensing structures using the statistical finite element method
Eky Febrianto, Liam Butler, Mark Girolami +1
The monitoring of infrastructure assets using sensor networks is becoming increasingly prevalent. A digital twin in the form of a finite element model, as used in design and constr…
The synthesis of data from instrumented structures and physics-based models via Gaussian processes
Alastair Gregory, Din-Houn Lau, Mark Girolami +2
A recent development which is poised to disrupt current structural engineering practice is the use of data obtained from physical structures such as bridges, viaducts and buildings…
A Quantile-Based Approach to Modelling Recovery Time in Structural Health Monitoring
Alastair Gregory, F. Din-Houn Lau, Liam Butler
Statistical techniques play a large role in the structural health monitoring of instrumented infrastructure, such as a railway bridge constructed with an integrated network of fibr…