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Numerical methods of Karhunen-Loève expansion for spatial data

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Publication:1637395
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DOI10.1515/EQC-2015-6005zbMath1388.65186OpenAlexW650389185MaRDI QIDQ1637395

Juan Hu, Hao Zhang

Publication date: 8 June 2018

Published in: Economic Quality Control (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1515/eqc-2015-6005


zbMATH Keywords

spatial interpolationGalerkin projectionKarhunen-Loève expansionWoodbury formulamassive spatial data


Mathematics Subject Classification ID

Inference from spatial processes (62M30) Applications of statistics to environmental and related topics (62P12) Numerical methods for integral equations (65R20)


Related Items (3)

Nonparametric identification based on Gaussian process regression for distributed parameter systems ⋮ Time-separated stochastic mechanics for the simulation of viscoelastic structures with local random material fluctuations ⋮ Dual Extreme Learning Machines-Based Spatiotemporal Modeling for Nonlinear Distributed Thermal Processes







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