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

12 Citations (Scopus)

69 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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