(Note: * denotes students/postdocs advised/coadvised, # denotes visiting students advised/coadvised)

Qadir, G.* and Sun, Y. (2024), "Modeling and predicting spatiotemporal dynamics of PM2.5 concentrations through timeevolving covariance models," Statistica Sinica, to appear.

Hazra, A., Nag, P.*, Yadav, R. and Sun, Y. (2024), “Exploring the efficacy of statistical and deep learning methods for large spatial datasets: a case study,” Journal of Agricultural, Biological, and Environmental Statistics, to appear.

Chen, W.*, Li, Y.*, Reich, B. and Sun, Y. (2024), “DeepKriging: Spatially dependent deep neural networks for spatial prediction,” Statistica Sinica, 34, 291311.

Nag, P.*, Sun, Y. and Reich. B. (2023), "Spatiotemporal DeepKriging for interpolation and probabilistic forecasting," Spatial Statistics, 57, 100773.

Huang, H., Sun, Y., and Genton, M. G. (2023), "Test and visualization of covariance properties for multivariate spatiotemporal random fields," Journal of Computational and Graphical Statistics, 32, 15451555.

Wang, K.*, Abdulah, S.*, Sun, Y., and Genton, M. G. (2023), "Which parametrization of the Matern covariance function?," Spatial Statistics, 58:100787.

Wu, Z.*, Euan, C.*, Crujeiras, R. M., and Sun, Y. (2023), "Estimation and clustering of directional wave spectra," Journal of Agricultural, Biological and Environmental Statistics, 28, 502525.

Abdulah, S., Li, Y., Cao, J., Ltaief, H., Keyes, D. E., Genton, M. G., and Sun, Y. (2023), "Largescale environmental data science with ExaGeoStatR," Environmetrics, 34:e2770.

Hong, Y., Song, Y., Abdulah, S., Sun, Y., Ltaief, H., Keyes, D. E., and Genton, M. G. (2023), "The third competition on spatial statistics for large datasets," Journal of Agricultural, Biological, and Environmental Statistics, 28, 618635.

Mondal, S., Abdulah, S., Ltaief, H., Sun, Y., Genton, M. G., and Keyes, D. E. (2023), "Tile lowrank approximations of nonGaussian spatial and spacetime Tukey gandh random field likelihoods and predictions on largescale systems," Journal of Parallel and Distributed Computing, 180:104715.

Abdulah, S., Castruccio, S., Genton, M. G., and Sun, Y. (2022), "Editorial: Largescale spatial data science," Journal of Data Science, 20, 437438.

Abdulah, S., Alamri, F., Nag, P., Sun, Y., Ltaief, H., Keyes, D. E., and Genton, M. G. (2022), "The second competition on spatial statistics for large data sets," Journal of Data Science, 20, 439460.

Abdulah, S., Cao, Q., Pei, Y., Bosilca, G., Dongarra, J., Genton, M. G., Keyes, D. E., Ltaief, H., and Sun, Y. (2022), "Accelerating geostatistical modeling and prediction with mixedprecision computations: A highproductivity approach with PaRSEC," IEEE Transactions on Parallel and Distributed Systems, 33, 964976.

Abdulah, S., Li, Y., Cao, J., Ltaief, H.,