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stat.AP2018
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…
stat.CO2018
A streaming algorithm for bivariate empirical copulas
Alastair Gregory
Empirical copula functions can be used to model the dependence structure of multivariate data. The Greenwald and Khanna algorithm is adapted in order to provide a space-memory effi…
stat.AP2018
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…