Scaling Graph Clustering with Distributed Sketches. - Benjamin W. Priest; Alec Michael Dunton; Geoffrey Sanders (HPEC, 2020)

Mixed precision matrix interpolative decompositions for model reduction. - Alec Michael Dunton; Alyson Fox (CoRR, 2020)

Pass-efficient methods for compression of high-dimensional turbulent flow data. - Alec M. Dunton; Lluís Jofre; Gianluca Iaccarino; Alireza Doostan (J. Comput. Phys., 2020)

Deterministic matrix sketches for low-rank compression of high-dimensional simulation data. - Alec Michael Dunton; Alireza Doostan (CoRR, 2021)

Fast Gaussian Process Posterior Mean Prediction via Local Cross Validation and Precomputation. - Alec M. Dunton; Benjamin W. Priest; Amanda Muyskens (CoRR, 2022)

Scalable Gaussian Process Hyperparameter Optimization via Coverage Regularization. - Killian Wood; Alec M. Dunton; Amanda Muyskens; Benjamin W. Priest (CoRR, 2022)

Task-parallel in situ temporal compression of large-scale computational fluid dynamics data. - Heather Pacella; Alec M. Dunton; Alireza Doostan; Gianluca Iaccarino (Int. J. High Perform. Comput. Appl., 2022)