Sample-efficient reinforcement learning of Koopman eNMPC. - Daniel Mayfrank; Mehmet Velioglu; Alexander Mitsos; Manuel Dahmen (Comput. Chem. Eng., 2025)

Physics-informed neural networks for dynamic process operations with limited physical knowledge and data. - Mehmet Velioglu; Song Zhai; Sophia Rupprecht; Alexander Mitsos; Andreas Jupke; Manuel Dahmen (Comput. Chem. Eng., 2025)