Publications OML Group

Kaps, L.; Leipold, J.; Plate, C.; Martensen, C. J.; Kortuz, W.; Seidel-Morgenstern, A.; Kienle, A.; Sager, S.: Optimal Experiments for Hybrid Modeling of Methanol Synthesis Kinetics. Computers and Chemical Engineering 204, 109387 (2026)

Klimek, A.; Plate, C.; Sager, S.; Sundmacher, K.; Ganzer, C.: Superstructure Optimization with Embedded Neural Networks for Sustainable Aviation Fuel Production. Chemical Engineering Journal 535, 175172 (2026)

Plate, C.; Hahn, M.; Klimek, A.; Ganzer, C.; Sundmacher, K.; Sager, S.: An analysis of optimization problems involving ReLU neural networks. Optimization and Engineering (2026)

Plate, C.; Martensen, C. J.; Sager, S.: Optimal Experimental Design for Universal Differential Equations. IEEE Transactions on Automatic Control 71 (3), pp. 1521 - 1536 (2026)

Reimann, A.-M.; Schalk, E.; Mougiakakos, D.; Fischer, T.; Sager, S.: Exploring innovative G-CSF schedules in AML cytarabine-based consolidation through a digital twin study of white blood cell recovery. PLoS One 21 (1), e0329242 (2026)

Abbasi-Esfeden, R.; Plate, C.; Sager, S.; Swevers, J.: A Dynamic Programming-Inspired Approach for Mixed Integer Optimal Control Problems with Dwell Time Constraints. Journal of Process Control 154, 103522 (2025)

Banga, J. R.; Sager, S.: Generalized Inverse Optimal Control and its Application in Biology. Annual Reviews in Control 60, 101029 (2025)

Klein, T.; Minakowski, P.; Sager, S.: Flexible Patched Brain Transformer model for EEG decoding. Scientific Reports 15, 10935 (2025)

Plate, C.; Sager, S.; Stoll , M.; Teschke, M.: Second-Order Partial Outer Convexification for Switched Dynamical Systems. IEEE Transactions on Automatic Control 69 (7), pp. 4643 - 4656 (2024)

Klimek, A.; Plate, C.; Ganzer, C.; Sager, S.; Sundmacher, K.: Integrating Artificial Neural Networks in Superstructure Optimization for Sustainable Aviation Fuel Production. AIChE 2025 Annual Meeting, Boston, USA (2025)

Plate, C.; Hahn, M.; Klimek, A.; Ganzer, C.; Sundmacher, K.; Sager, S.: Strategies for Solving Mixed Integer Linear Optimization Problems with Embedded ReLU Artificial Neural Networks. INFORMS 2025 Annual Meeting, Atlanta, US (2025)

Plate, C.; Hahn, M.; Klimek, A.; Ganzer, C.; Sundmacher, K.; Sager, S.: Strategies for Solving Mixed Integer Linear Optimization Problems with Embedded ReLU Artificial Neural Networks. AIChE 2025 Annual Meeting, Boston, USA (2025)

Martensen, C. J.; Plate, C.; Keßler, T.; Kunde, C.; Kaps, L.; Kienle, A.; Seidel-Morgenstern, A.; Sager, S.: Towards Machine Learning of Power-2-Methanol Processes. ESCAPE33 – 33rd European Symposium on Computer-Aided Process Engineering, Athens, Greece (2023)

Lampel, R.; Sager, S.: On liftings that improve convergence properties of Newton’s Method for Boundary Value Optimization Problems. Optimization Online (2025)

Averkov, G.; Peters, B.; Sager, S.: Sparse convex relaxations in polynomial optimization. (2024)