Hillary R. Fairbanks

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 6

Top Topics

Stochastic Model

Hierarchical Decomposition

Top Venues

J. Comput. Phys.

Numer. Linear Algebra Appl.

SIAM J. Sci. Comput.

Publications

Hillary R. Fairbanks, Umberto Villa, Panayot S. Vassilevski
Multilevel Hierarchical Decomposition of Finite Element White Noise with Application to Multilevel Markov Chain Monte Carlo. SIAM J. Sci. Comput. 43 (5) (2021)
Hillary R. Fairbanks, Sarah Osborn, Panayot S. Vassilevski
Estimating posterior quantity of interest expectations in a multilevel scalable framework. Numer. Linear Algebra Appl. 28 (3) (2021)
Hillary R. Fairbanks, Lluís Jofre, Gianluca Geraci, Gianluca Iaccarino, Alireza Doostan
Bi-fidelity approximation for uncertainty quantification and sensitivity analysis of irradiated particle-laden turbulence. J. Comput. Phys. 402 (2020)
Hillary R. Fairbanks, Umberto Villa, Panayot S. Vassilevski
Multilevel Hierarchical Decomposition of Finite Element White Noise with Application to Multilevel Markov Chain Monte Carlo. CoRR (2020)
Jerrad Hampton, Hillary R. Fairbanks, Akil Narayan, Alireza Doostan
Practical error bounds for a non-intrusive bi-fidelity approach to parametric/stochastic model reduction. J. Comput. Phys. 368 (2018)
Hillary R. Fairbanks, Alireza Doostan, Christian Ketelsen, Gianluca Iaccarino
A low-rank control variate for multilevel Monte Carlo simulation of high-dimensional uncertain systems. J. Comput. Phys. 341 (2017)