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Pratik Nag
Pratik Nag
PhD Student of Statistics, KAUST
Verified email at kaust.edu.sa
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Reshaping geostatistical modeling and prediction for extreme-scale environmental applications
Q Cao, S Abdulah, R Alomairy, Y Pei, P Nag, G Bosilca, J Dongarra, ...
SC22: International Conference for High Performance Computing, Networking …, 2022
182022
The Second Competition on Spatial Statistics for Large Datasets
S Abdulah, F Alamri, P Nag, Y Sun, H Ltaief, DE Keyes, MG Genton
Journal of Data Science 20, 439--460, 2022
72022
Spatio-temporal DeepKriging for Interpolation and Probabilistic Forecasting
P Nag, Y Sun, BJ Reich
Spatial Statistics 57 (https://doi.org/10.1016%2Fj.spasta.2023.), 100773, 2023
42023
Bivariate DeepKriging for large-scale spatial interpolation of wind fields
P Nag, Y Sun, BJ Reich
arXiv preprint arXiv:2307.08038, 2023
12023
Exploring the Efficacy of Statistical and Deep Learning Methods for Large Spatial Datasets: A Case Study
A Hazra, P Nag, R Yadav, Y Sun
Journal of Agricultural, Biological and Environmental Statistics, 1-24, 2024
2024
pratik187/Space-Time. DeepKriging: DNN for spatio-temporal process interpolation and forecasting.
P Nag, Y Sun, BJ Reich
Github, 2023
2023
Efficient Large-scale Nonstationary Spatial Covariance Function Estimation Using Convolutional Neural Networks
P Nag, Y Hong, S Abdulah, GA Qadir, MG Genton, Y Sun
arXiv preprint arXiv:2306.11487, 2023
2023
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