Alec M. Dunton

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 5

Top Topics

Sparse Approximation

Gaussian Process

Top Venues

J. Comput. Phys.

Int. J. High Perform. Comput. Appl.

Publications

Alec M. Dunton, Benjamin W. Priest, Amanda Muyskens
Fast Gaussian Process Posterior Mean Prediction via Local Cross Validation and Precomputation. CoRR (2022)
Killian Wood, Alec M. Dunton, Amanda Muyskens, Benjamin W. Priest
Scalable Gaussian Process Hyperparameter Optimization via Coverage Regularization. CoRR (2022)
Heather Pacella, Alec M. Dunton, Alireza Doostan, Gianluca Iaccarino
Task-parallel in situ temporal compression of large-scale computational fluid dynamics data. Int. J. High Perform. Comput. Appl. 36 (3) (2022)
Heather Pacella, Alec M. Dunton, Alireza Doostan, Gianluca Iaccarino
Task-parallel in-situ temporal compression of large-scale computational fluid dynamics data. CoRR (2021)
Alec M. Dunton, Lluís Jofre, Gianluca Iaccarino, Alireza Doostan
Pass-efficient methods for compression of high-dimensional turbulent flow data. J. Comput. Phys. 423 (2020)