Publications

Here are some of my recent publications and preprints. Check out my Google Scholar profile for more publications.

Efficient Large-scale Nonstationary Spatial Covariance function estimation using Convolutional Neural Networks

Published in Journal of Computational and Graphical Statistics (JCGS), 2025

This paper provides a data driven scalable approach for fitting Nonstationary Matern covariance for large datasets.

Published in Technometrics, 2025

In this paper DeepKriging has been extended to bivariate spatial processes, incorporating connections to the Linear Model of Coregionalization.

Published in Spatial Statistics, 2023

This paper devises a novel nonparametric approach for prediction of complex spatio-temporal phenomena.