Manifold learning-based polynomial chaos expansions for high-dimensional surrogate models. - Katiana Kontolati; Dimitrios Loukrezis; Ketson R. M. dos Santos; Dimitrios G. Giovanis; Michael D. Shields (CoRR, 2021)

Grassmannian Diffusion Maps-Based Dimension Reduction and Classification for High-Dimensional Data. - Ketson R. M. dos Santos; Dimitrios G. Giovanis; Michael D. Shields (SIAM J. Sci. Comput., 2022)

An image convolution-based method for the irregular stone packing problem in masonry wall construction. - Qianqing Wang; Bryan German Pantoja-Rosero; Ketson R. M. dos Santos; Katrin Beyer (Eur. J. Oper. Res., 2024)

On the conjugate symmetry and sparsity of the harmonic decomposition of parametric surfaces with the randomised Kaczmarz method. - Mahmoud Shaqfa; Ketson R. M. dos Santos; Katrin Beyer (Signal Process., 2024)