Continuous Hyper-parameter OPtimization (CHOP) in an ensemble Kalman filter

Xiaodong Luo, Chuan-An Xia

Practical data assimilation algorithms often contain hyper-parameters, which may arise due to, for instance, the use of certain auxiliary techniques like covariance inflation and l…