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math.NA2021
Inhomogenous Regularization with Limited and Indirect Data
Jihun Han, Yoonsang Lee
For an ill-posed inverse problem, particularly with incomplete and limited measurement data, regularization is an essential tool for stabilizing the inverse problem. Among various…
math.NA2021★ 1 cited
Sampling error correction in ensemble Kalman inversion
Yoonsang Lee
Ensemble Kalman inversion is a parallelizable derivative-free method to solve inverse problems. The method uses an ensemble that follows the Kalman update formula iteratively to so…