Redesigning the ensemble Kalman filter with a dedicated model of epistemic uncertainty

Chatchuea Kimchaiwong, Jeremie Houssineau, Adam M. Johansen

The problem of incorporating information from observations received serially in time is widespread in the field of uncertainty quantification. Within a probabilistic framework, suc…