An Iterative Ensemble Kalman Filter. - Rolf J. Lorentzen; Geir Nævdal (IEEE Trans. Autom. Control., 2011)

An auxiliary adaptive Gaussian mixture filter applied to flowrate allocation using real data from a multiphase producer. - Rolf J. Lorentzen; Andreas S. Stordal; Neal Hewitt (Comput. Geosci., 2017)

Adaptive machine learning-based surrogate modeling to accelerate PDE-constrained optimization in enhanced oil recovery. - Tim Keil; Hendrik Kleikamp; Rolf J. Lorentzen; Micheal B. Oguntola; Mario Ohlberger (Adv. Comput. Math., 2022)

Perfusion estimation using synthetic MRI-based measurements and a porous media flow model. - Rolf J. Lorentzen; Geir Nævdal; Ove Sævareid; Erlend Hodneland; Erik Andreas Hanson; Antonella Munthe-Kaas (PLoS Comput. Biol., 2023)