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stat.ME2019
The statistical finite element method (statFEM) for coherent synthesis of observation data and model predictions
Mark Girolami, Eky Febrianto, Ge Yin +1
The increased availability of observation data from engineering systems in operation poses the question of how to incorporate this data into finite element models. To this end, we…
cs.LG2019
A streaming feature-based compression method for data from instrumented infrastructure
Alastair Gregory, Din-Houn Lau, Alex Tessier +1
An increasing amount of civil engineering applications are utilising data acquired from infrastructure instrumented with sensing devices. This data has an important role in monitor…
stat.CO2019
Space-efficient estimation of empirical tail dependence coefficients for bivariate data streams
Alastair Gregory, Kaushik Jana
This article proposes a space-efficient approximation to empirical tail dependence coefficients of an indefinite bivariate stream of data. The approximation, which has stream-lengt…