GPU-Accelerated Vecchia Approximations of Gaussian Processes for Geospatial Data using Batched Matrix Computations
Author:
Affiliation:
1. Statistics Program,Division of Computer, Electrical, and Mathematical Sciences and Engineering (CEMSE)
2. King Abdullah University of Science and Technology,Extreme Computing Research Center,Thuwal,Jeddah,Saudi Arabia,23955
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10528919/10528920/10528930.pdf?arnumber=10528930
Reference48 articles.
1. Covariance Tapering for Interpolation of Large Spatial Datasets
2. Covariance Tapering for Likelihood-Based Estimation in Large Spatial Data Sets
3. Covariance tapering for multivariate Gaussian random fields estimation
4. A Multiresolution Gaussian Process Model for the Analysis of Large Spatial Datasets
5. ExaGeoStat: A High Performance Unified Software for Geostatistics on Manycore Systems
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