240 citations · 810 across the 16 of their papers we have counts for
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An Initial Exploration of Bayesian Model Calibration for Estimating the Composition of Rocks and Soils on Mars
Claire-Alice Hébert, Earl Lawrence, Kary Myers +2
The Mars Curiosity rover carries an instrument, ChemCam, designed to measure the composition of surface rocks and soil using laser-induced breakdown spectroscopy (LIBS). The measur…
Estimating Scale Discrepancy in Bayesian Model Calibration for ChemCam on the Mars Curiosity Rover
K. Sham Bhat, Kary Myers, Earl Lawrence +2
The Mars rover Curiosity carries an instrument called ChemCam to determine the composition of the soil and rocks. ChemCam uses laser-induced breakdown spectroscopy (LIBS) for this…
Penalized Ensemble Kalman Filters for High Dimensional Non-linear Systems
Elizabeth Hou, Earl Lawrence, Alfred O. Hero
The ensemble Kalman filter (EnKF) is a data assimilation technique that uses an ensemble of models, updated with data, to track the time evolution of a usually non-linear system. I…