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Gaussian process emulation of spatio-temporal outputs of a 2D inland flood model.

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第一作者： James,Donnelly

第一单位： Centre for Computational Science and Mathematical Modelling, Coventry University, CV1 5FB, Coventry, United Kingdom; School of Engineering, University of Warwick, CV4 7AL, Coventry, United Kingdom. Electronic address: donnel39@coventry.ac.uk.

作者： James,Donnelly ^[1] ; Soroush,Abolfathi ^[2] ; Jonathan,Pearson ^[3] ; Omid,Chatrabgoun ^[4] ; Alireza,Daneshkhah ^[5]

作者单位： Centre for Computational Science and Mathematical Modelling, Coventry University, CV1 5FB, Coventry, United Kingdom; School of Engineering, University of Warwick, CV4 7AL, Coventry, United Kingdom. Electronic address: donnel39@coventry.ac.uk. ^[1] School of Engineering, University of Warwick, CV4 7AL, Coventry, United Kingdom. Electronic address: Soroush.Abolfathi@Warwick.ac.uk. ^[2] School of Engineering, University of Warwick, CV4 7AL, Coventry, United Kingdom. ^[3] School of Computing, Mathematics, and Data Science, Coventry University, CV1 5FB, Coventry, United Kingdom. ^[4] Centre for Computational Science and Mathematical Modelling, Coventry University, CV1 5FB, Coventry, United Kingdom; School of Computing, Mathematics, and Data Science, Coventry University, CV1 5FB, Coventry, United Kingdom. ^[5]

关键词 Dimensionality reduction Extreme event simulation Flood prediction Gaussian process emulator LISFLOOD-FP Spatiotemporal outputs

医学主题词洪水(Floods);计算机模拟(Computer Simulation);流体动力学(Hydrodynamics);水(Water)

DOI 10.1016/j.watres.2022.119100

PMID 36155010

发布时间 2022-10-20

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