Nonlinear model predictive control of ultra-high-purity air separation units using transient wave propagation model. - Jan C. Schulze; Adrian Caspari; Christoph Offermanns; Adel Mhamdi; Alexander Mitsos (Comput. Chem. Eng., 2021)

Identification of MIMO Wiener-type Koopman models for data-driven model reduction using deep learning. - Jan C. Schulze; Danimir T. Doncevic; Alexander Mitsos (Comput. Chem. Eng., 2022)

Data-Driven Nonlinear Model Reduction Using Koopman Theory: Integrated Control Form and NMPC Case Study. - Jan C. Schulze; Alexander Mitsos (IEEE Control. Syst. Lett., 2022)

Data-Driven Model Reduction and Nonlinear Model Predictive Control of an Air Separation Unit by Applied Koopman Theory. - Jan C. Schulze; Danimir T. Doncevic; Nils Erwes; Alexander Mitsos (CoRR, 2023)

Representative electricity price profiles for European day-ahead and intraday spot markets. - Chrysanthi Papadimitriou; Jan C. Schulze; Alexander Mitsos (CoRR, 2024)

A practical scenario generation method for electricity prices on day-ahead and intraday spot markets. - Chrysanthi Papadimitriou; Jan C. Schulze; Alexander Mitsos (Comput. Chem. Eng., 2025)

Nonlinear Model Order Reduction of Dynamical Systems in Process Engineering: Review and Comparison. - Jan C. Schulze; Alexander Mitsos (CoRR, 2025)