Mary Lai Salvana

Assistant Professor

Statistics

Selected Publications

• Salvaña, M. L. O., Lenzi, A., & Genton, M. G. (2022). Spatio-temporal cross-covariance functions under the Lagrangian framework with Multiple Advections. Journal of the American Statistical Association (to appear). https://doi.org/10.1080/01621459.2022.2078330.
• Salvaña, M. L. O., Abdulah, S., Ltaief, H., Sun, Y., Genton, M. G., & Keyes, D. E. (2022). Parallel space-time likelihood optimization for air pollution prediction on large-scale systems. PASC ’22: Proceedings of the Platform for Advanced Scientific Computing Conference, 17, 1-11. https://dl.acm.org/doi/pdf/10.1145/3539781.3539800.
• Salvaña, M. L. O., Abdulah, S., Huang, H., Ltaief, H., Sun, Y., Genton, M. G., & Keyes, D. E. (2021). High performance multivariate spatial modeling for geostatistical data on manycore systems. IEEE Transactions on Parallel and Distributed Systems, 32(11), 2719-2733. https://ieeexplore.ieee.org/document/9397281.
• Salvaña, M. L. O., & Genton, M. G. (2021). Lagrangian spatio-temporal nonstationary covariance functions. Book Chapter in Advances in Contemporary Statistics and Econometrics, Festschrift for Prof. C. Thomas-Agnan, 427-447. https://link.springer.com/chapter/10.1007/978-3-030-73249-3_22.
• Salvaña, M. L. O. & Genton, M. G. (2020). Nonstationary cross-covariance functions for multivariate spatio-temporal random fields. Spatial Statistics, 37, 100411. https://doi.org/10.1016/j.spasta.2020.100411.