Large-scale Environmental Data Science with ExaGeoStatR

Large-scale Environmental Data Science with ExaGeoStatR

23 July 2019

Hatem Ltaief

Papers citing "Large-scale Environmental Data Science with ExaGeoStatR"

12 / 12 papers shown

Title
Geostatistical Modeling and Prediction Using Mixed-Precision Tile Cholesky Factorization Sameh Abdulah Hatem Ltaief Ying Sun M. Genton David E. Keyes 36 20 0 08 Jan 2020
Efficiency Assessment of Approximated Spatial Predictions for Large Datasets Yiping Hong Sameh Abdulah M. Genton Ying Sun 47 10 0 11 Nov 2019
When Gaussian Process Meets Big Data: A Review of Scalable GPs Haitao Liu Yew-Soon Ong Xiaobo Shen Jianfei Cai GP 83 689 0 03 Jul 2018
A general framework for Vecchia approximations of Gaussian processes Matthias Katzfuss J. Guinness 42 258 0 21 Aug 2017
ExaGeoStat: A High Performance Unified Software for Geostatistics on Manycore Systems Sameh Abdulah Hatem Ltaief Ying Sun M. Genton David E. Keyes 42 67 0 09 Aug 2017
GPflow: A Gaussian process library using TensorFlow A. G. Matthews Mark van der Wilk T. Nickson Keisuke Fujii A. Boukouvalas Pablo León-Villagrá Zoubin Ghahramani J. Hensman GP 73 664 0 27 Oct 2016
Local likelihood estimation for covariance functions with spatially-varying parameters: the convoSPAT package for R M. Risser Catherine A. Calder 28 37 0 30 Jul 2015
Parallel inference for massive distributed spatial data using low-rank models Matthias Katzfuss D. Hammerling 84 34 0 06 Feb 2014
spBayes for large univariate and multivariate point-referenced spatio-temporal data models Andrew O. Finley Sudipto Banerjee Alan E.Gelfand KELM 38 278 0 30 Oct 2013
Parallelizing Gaussian Process Calculations in R C. Paciorek Benjamin Lipshitz Wei Zhuo P. Prabhat C. Kaufman R. Thomas GP 53 36 0 21 May 2013
GPfit: An R package for Gaussian Process Model Fitting using a New Optimization Algorithm Blake MacDonald P. Ranjan H. Chipman 63 109 0 03 May 2013
Bayesian computing with INLA: new features Thiago G. Martins Daniel P. Simpson Till Mossakowski H. Rue BDL 176 562 0 01 Oct 2012