ExaGeoStatR: A Package for Large-Scale Geostatistics in R. - Sameh Abdulah; Yuxiao Li 003; Jian Cao 004; Hatem Ltaief; David E. Keyes; Marc G. Genton; Ying Sun 002 (CoRR, 2019)

Hierarchical-block conditioning approximations for high-dimensional multivariate normal probabilities. - Jian Cao 004; Marc G. Genton; David E. Keyes; George M. Turkiyyah (Stat. Comput., 2019)

An O(N) algorithm for computing expectation of N-dimensional truncated multi-variate normal distribution I: fundamentals. - Jingfang Huang; Jian Cao 004; Fuhui Fang; Marc G. Genton; David E. Keyes; George Turkiyyah (Adv. Comput. Math., 2021)

Sum of Kronecker products representation and its Cholesky factorization for spatial covariance matrices from large grids. - Jian Cao 004; Marc G. Genton; David E. Keyes; George M. Turkiyyah (Comput. Stat. Data Anal., 2021)

Exploiting low-rank covariance structures for computing high-dimensional normal and Student-t probabilities. - Jian Cao 004; Marc G. Genton; David E. Keyes; George M. Turkiyyah (Stat. Comput., 2021)

Scalable Gaussian-process regression and variable selection using Vecchia approximations. - Jian Cao 004; Joseph Guinness; Marc G. Genton; Matthias Katzfuss (J. Mach. Learn. Res., 2022)

tlrmvnmvt: Computing High-Dimensional Multivariate Normal and Student- t Probabilities with Low-Rank Methods in R. - Jian Cao 004; Marc G. Genton; David E. Keyes; George M. Turkiyyah (J. Stat. Softw., 2022)

Scalable Computation of Predictive Probabilities in Probit Models with Gaussian Process Priors. - Jian Cao 004; Daniele Durante; Marc G. Genton (J. Comput. Graph. Stat., 2022)

Variational Sparse Inverse Cholesky Approximation for Latent Gaussian Processes via Double Kullback-Leibler Minimization. - Jian Cao 004; Myeongjong Kang; Felix Jimenez 002; Huiyan Sang; Florian Tobias Schaefer; Matthias Katzfuss (ICML, 2023)

Variational sparse inverse Cholesky approximation for latent Gaussian processes via double Kullback-Leibler minimization. - Jian Cao 004; Myeongjong Kang; Felix Jimenez 002; Huiyan Sang; Florian Schäfer 001; Matthias Katzfuss (CoRR, 2023)

Parallel Approximations for High-Dimensional Multivariate Normal Probability Computation in Confidence Region Detection Applications. - Xiran Zhang; Sameh Abdulah; Jian Cao 004; Hatem Ltaief; Ying Sun 002; Marc G. Genton; David E. Keyes (IPDPS, 2024)