A Multifidelity Ensemble Kalman Filter with Reduced Order Control Variates
Work
Year: 2021
Type: article
Abstract: This work develops a new multifidelity ensemble Kalman filter (MFEnKF) algorithm based on a linear control variate framework. The approach allows for rigorous multifidelity extensions of the EnKF, whe... more
Institution Virginia Tech
Cites: 49
Cited by: 34
Related to: 10
FWCI: 2.224
Citation percentile (by year/subfield): 99.99
Subfield: Atmospheric Science
Field: Earth and Planetary Sciences
Domain: Physical Sciences
Open Access status: green
Funders National Science Foundation, U.S. Department of Energy, Institute for Critical Technologies and Applied Science, Virginia Tech
Grant IDS DMS-1821145, ASCR DE-SC0021313,