Solving High-Dimensional Inverse Problems with Auxiliary Uncertainty via Operator Learning with Limited Data

Joseph Hart, Mamikon Gulian, Indu Manickam +1

In complex large-scale systems such as climate, important effects are caused by a combination of confounding processes that are not fully observable. The identification of sources…