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We develop a probabilistic collocation Eulerian–Lagrangian localized adjoint method on sparse grids for assessing CO2 leakage through wells in randomly heterogeneous porous media,by utilizing the intrinsic mathematical,numerical,and physical properties of the mathematical model.