Emulating computer experiments of transport infrastructure slope stability using Gaussian processes and Bayesian inference

Dennis Prangle; Aleksandra Svalova; Peter Helm; Mohamed Rouainia; Stephanie Glendinning; Darren Wilkinson

doi:10.1017/dce.2021.14

Emulating computer experiments of transport infrastructure slope stability using Gaussian processes and Bayesian inference

Dennis Prangle, Aleksandra Svalova, Peter Helm, Mohamed Rouainia, Stephanie Glendinning, Darren Wilkinson

School of Mathematics

Research output: Contribution to journal › Article (Academic Journal) › peer-review

8 Citations (Scopus)

54 Downloads (Pure)

Original language	English
Article number	e12
Journal	Data-Centric Engineering
Volume	2
Early online date	6 Sept 2021
DOIs	https://doi.org/10.1017/dce.2021.14
Publication status	Published - 6 Sept 2021

Bibliographical note

Funding Information:
The work presented is an output of the collaborative research project iSMART (grant number EP/K027050/1) and the program grant ACHILLES (grant number EP/R034575/1) funded by the U.K. Engineering and Physical Sciences Research Council (EPSRC).

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10.1017/dce.2021.14Licence: CC BY

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note = "Funding Information: The work presented is an output of the collaborative research project iSMART (grant number EP/K027050/1) and the program grant ACHILLES (grant number EP/R034575/1) funded by the U.K. Engineering and Physical Sciences Research Council (EPSRC). Publisher Copyright: {\textcopyright} ",

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AU - Prangle, Dennis

AU - Svalova, Aleksandra

AU - Helm, Peter

AU - Rouainia, Mohamed

AU - Glendinning, Stephanie

AU - Wilkinson, Darren

N1 - Funding Information: The work presented is an output of the collaborative research project iSMART (grant number EP/K027050/1) and the program grant ACHILLES (grant number EP/R034575/1) funded by the U.K. Engineering and Physical Sciences Research Council (EPSRC). Publisher Copyright: ©

PY - 2021/9/6

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DO - 10.1017/dce.2021.14

M3 - Article (Academic Journal)

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JO - Data-Centric Engineering

JF - Data-Centric Engineering

M1 - e12

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