Karachalios, D.; Gosea, I. V.; Kour, K.; Antoulas, A. C.: Bilinear realization from input-output data with neural networks. In: Scientific Computing in Electrical Engineering: SCEE 2022, Amsterdam, The Netherlands, July 2022, pp. 184 - 192 (Eds. van Beurden, M.; Budko, N. V.; Ciuprina, G.; Schilders, W.; Bansal, H. et al.). Springer, Cham, Switzerland (2024)

Fitzer, U.; Goyal, P. K.; Schuetz, A.; Zawra, I.; Hohlfeld, D.; Bechtold, T.: Comparison of Model Order Reduction Methods for a Linear Finite Element Model of an Electrically Stimulated Neuron. In: 2024 25th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems, EuroSimE 2024. 25th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems (EuroSimE 2024), Catania, Italy, April 07, 2024 - April 10, 2024. Institute of Electrical and Electronics Engineers Inc. (2024)

Peterson, L.; Bremer, J.; Goyal, P. K.; Gosea, I. V.; Benner, P.; Sundmacher, K.: Learning Reduced-Order Models for Dynamic CO2 Methanation using Operator Inference. In: Proceedings of the 34th European Symposium on Computer Aided Process Engineering / 15th International Symposium on Process Systems Engineering (ESCAPE34/PSE24). ESCAPE34/PSE24, Florence, Italy, June 02, 2024 - June 06, 2024. (accepted)

Franz, T.; Dam, A. P.; Papakonstantinou, G.; Sundmacher, K.: Analysis of PEM water electrolysis system operation strategies and their impact on iridium catalyst dissolution based on onshore wind data. EHEC (European Hydrogen Energy Conference), Bilbao, Spain (2024)

Hamedi, D.; Ganzer, C.; Sundmacher, K.: Hydrogen pipeline networks: retrofit vs. new-built. EHEC (European Hydrogen Energy Conference), Bilbao, Spain (2024)

Pelz, L.; Rüdiger, D.; Hein, M.; Böhme, J.; Bälkner, M.; Kershaw, O.; Marichal-Gallardo, P.; Gruber, A.; Genzel, Y.; Bruder, D. et al.; Kupke, S. Y.; Reichl, U.: Engineered defective interfering particles of influenza A virus for antiviral treatment. 33^rd Annual Meeting of the Society for Virology (GfV), Vienna (Austria) (2024)

Gochitashvili, T.; Ivanov, I.; Van Wonderen, J.; Clarke, T. A.; Sundmacher, K.: Creating conductive GUVs. SynCell2024 International Conference on Engineering Synthetic Cells and Organelles, Toulouse, France (2024)

König-Mattern, L.; Sanchez Medina, E. I.; Rihko-Struckmann, L.; Sundmacher, K.: Machine learning-based solvent screening for lignocellulose biorefineries and lignin upgrading. BioSPRINT Spring School: Opportunities and challenges of process intensification application in lignocellulosic biorefineries, Frankfurt am Main, Germany (2024)

Otrin, N.; Hammer, M.; Huang, W.; Bednarz, C.; Otrin, L.; Sundmacher, K.: Enzyme reconstitution into PMOXA-PDMS-PMOXA-based biomimetic vesicles. SynCell2024 International Conference on Engineering Synthetic Cells and Organelles, Toulouse, France (2024)

Pelz, L.; Dogra, T.; Rüdiger, D.; Boehme, J.; Kershaw, O.; Bruder, D.; Kupke, S. Y.; Reichl, U.: Defective Interfering Particles of Influenza A Virus As Broad-Spectrum Antivirals. 33^rd Annual Meeting of the Society for Virology (GfV), Vienna (Austria) (2024)

Piasecka, J.; Rüdiger, D.; Küchler, J.; Kupke, S. Y.; Reichl, U.: Mechanisms of antiviral action of the influenza defective interfering particle “OP7”. 33^rd Annual Meeting of the Society for Virology (GfV), Vienna (Austria) (2024)

Reddig, C.: Active Sampling Strategies for Model Reduction for Structured Dynamical Systems. Master, Otto-von-Guericke Universität, Magdeburg (2024)

Junge, B.: On Solving Large and Sparse Systems of Linear Equations with Multiple Right-Hand Sides. Bachelor, Otto-von-Guericke Universität, Magdeburg (2024)

Antoulas, A. C.; Gosea, I. V.; Poussot-Vassal, C.: The Loewner Framework for Parametric Systems: Taming the Curse of Dimensionality. (2024)

Baran, B.; Benner, P.; Saak, J.; Stillfjord, T.: Numerical Methods for Closed-Loop Systems with Non-Autonomous Data. (2024)

Bauer, S.; Benner, P.; Bereau, T.; Blum, V.; Boley, M.; Carbogno, C.; A. Catlow, C. R.; Dehm, G.; Eibl, S.; Ernstorfer, R. et al.; Fekete, Á.; Foppa, L.; Fratzl, P.; Freysoldt, C.; Gault, B.; M. Ghiringhelli, L.; Sajal, K. G.; Gladyshev, A.; Goyal, P. K.; Hattrick-Simpers, J.; Kabalan, L.; Karpov, P.; S. Khorrami, M.; Koch, C.; Kokott, S.; Kosch, T.; Kowalec, I.; Kremer, K.; Leitherer, A.; Li, Y.; Liebscher, C. H.; Logsdail, A. J.; Lu, Z.; Luong, F.; Marek, A.; Merz, F.; R. Mianroodi, J.; Neugebauer, J.; Purcell, T. A. R.; Raabe, D.; Rampp, M.; Rossi, M.; Rost, J.-M.; Saalmann, U.; Saxena, A.; Sbailo, L.; Scheffler, M.; Scheidgen, M.; Schloz, M.; Schmidt, D. F.; Teshuva, S.; Trunschke, A.; Wei, Y.; Weikum, G.; Xian, R. P.; Yao, Y.; Zhao, M.: Roadmap on Data-Centric Materials Science. (2024)

Gosea, I. V.; Peterson, L.; Goyal, P. K.; Bremer, J.; Sundmacher, K.; Benner, P.: Learning Reduced-Order Quadratic-Linear Models in Process Engineering using Operator Inference. (2024)

Grushkovskaya, V.; Vasylieva, I.; Zuyev, A.: Partial Stabilization of Nonlinear Systems Along a Given Trajectory. (2024)

Heiland, J.; Yongho, K.: Polytopic Autoencoders with Smooth Clustering for Reduced-order Modelling of Flows. (2024)

Heiland, J.; Yongho, K.; Werner, S. W. R.: Deep Polytopic Autoencoders for Low-Dimensional Linear Parameter-Varying Approximations and Nonlinear Feedback Design. (2024)

Hellwig, P.; Dittrich, A.; Heyer, R.; Reichl, U.; Benndorf, D.: Detection, isolation and characterisation of phage-host complexes using BONCAT and click chemistry. (2024)

Karachalios, D.; Gosea, I. V.; Gkimisis, L.; Antoulas, A. C.: Data-driven quadratic modeling in the Loewner framework from input-output time-domain measurements. (2024)

Karsten, C. B.; Buettner, F. F. R.; Cajic, S.; Nehlmeier, I.; Roshani, B.; Klippert, A.; Sauermann, U.; Stolte-Leeb, N.; Reichl, U.; Gerardy-Schahn, R. et al.; Rapp, E.; Stahl-Hennig, C.; Pöhlmann, S.: Macrophage- and CD4+ T cell-derived SIV differ in glycosylation, infectivity and neutralization sensitivity. (2024)

Mlinarić, P.; Benner, P.; Gugercin, S.: Interpolatory Necessary Optimality Conditions for Reduced-order Modeling of Parametric Linear Time-invariant Systems. (2024)

Peterson, L.; Gosea, I. V.; Benner, P.; Sundmacher, K.: Digital Twins in Process Engineering: An Overview on Computational and Numerical Methods. (2024)

Philipp, F. M.; Schaller, M.; Boshoff, S.; Peitz, S.; Nüske, F.; Worthmann, K.: Extended Dynamic Mode Decomposition: Sharp bounds on the sample efficiency. (2024)

Pontes Duff, I.; Goyal, P. K.; Benner, P.: Stability-Certified Learning of Control Systems with Quadratic Nonlinearities. (2024)

Przybilla, J.; Pontes Duff, I.; Goyal, P. K.; Benner, P.: Balanced Truncation of Descriptor Systems with a Quadratic Output. (2024)

Saak, J.; Werner, S. W. R.: Using LDL^T Factorizations in Newton's Method for Solving General Large-Scale Algebraic Riccati Equations. (2024)

Veluvali, P.; Heiland, J.; Benner, P.: MaRDIFlow: A CSE Workflow Framework for Abstracting Meta-Data from FAIR Computational Experiments. (2024)

Zuyev, A.; Feng, L.; Benner, P.: Estimates of the Kolmogorov n-Width for Nonlinear Transformations with Application to Distributed-Parameter Control Systems. (2024)