Randomized Alternating Least Squares for Canonical Tensor Decompositions: Application to A PDE With Random Data. - Matthew J. Reynolds; Alireza Doostan; Gregory Beylkin (SIAM J. Sci. Comput., 2016)

Optimization via separated representations and the canonical tensor decomposition. - Matthew J. Reynolds; Gregory Beylkin; Alireza Doostan (J. Comput. Phys., 2017)

On transfer learning of neural networks using bi-fidelity data for uncertainty propagation. - Subhayan De; Jolene Britton; Matthew J. Reynolds; Ryan Skinner; Kenneth E. Jansen; Alireza Doostan (CoRR, 2020)

Bi-fidelity Modeling of Uncertain and Partially Unknown Systems using DeepONets. - Subhayan De; Malik Hassanaly; Matthew J. Reynolds; Ryan N. King; Alireza Doostan (CoRR, 2022)