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Data for emulating computer experiments of infrastructure slope stability using Gaussian processes and Bayesian inference

dataset
posted on 29.04.2021, 13:40 by Aleksandra SvalovaAleksandra Svalova
This is a repository for the data used in emulating computer experiments of deterioration of infrastructure slopes.

The DATA.csv file includes the raw data.

The ManuscriptDATA.csv file includes all of the data used for computer experiments, with inputs from DATA.csv (some columns have been transformed, see the CodeExample PDF or RMarkdown files for information) and TTF.csv.

The CodeExample RMarkdown and PDF files provide R code to reproduce the results in the file FULLsqM5N.rds. They can be found in (DOI) https://doi.org/10.25405/data.ncl.14447670

Funding

ISMART

Engineering and Physical Sciences Research Council

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Assessment, Costing and enHancement of long lIfe, Long Linear assEtS (ACHILLES)

Engineering and Physical Sciences Research Council

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History

UoA

Mathematical Sciences