Integration of Deep Learning and Nonlinear Model Predictive Control for Emission Reduction of Compression Ignition Combustion Engines: A Simulation Study. - Armin Norouzi; Saeid Shahpouri; David C. Gordon; Alexander Winkler; Eugen Nuss; Dirk Abel; Jakob Andert; Mahdi Shahbakhti; Charles Robert Koch (CoRR, 2022)

Machine Learning Integrated with Model Predictive Control for Imitative Optimal Control of Compression Ignition Engines. - Armin Norouzi; Saeid Shahpouri; David C. Gordon; Alexander Winkler; Eugen Nuss; Dirk Abel; Mahdi Shahbakhti; Charles Robert Koch (CoRR, 2022)

Safe deep reinforcement learning in diesel engine emission control. - Armin Norouzi; Saeid Shahpouri; David C. Gordon; Mahdi Shahbakhti; Charles Robert Koch (J. Syst. Control. Eng., 2023)