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Model-based reinforcement learning for hydraulic systems: a PILCO-based control strategy for controlling an inverted hydraulic pendulum2025 International Journal of Dynamics and Control article Computer Science Reinforcement Learning in Robotics Open access
Faras Brumand‐Poor, Paul Wagemann, Timm Geibel, Katharina Schmitz
4citations -
A data-driven flow loss prediction model for the blade hub region of a boundary layer ingestion fan rotor2023 International Journal of Numerical Methods for Heat & Fluid Flow article Engineering Turbomachinery Performance and Optimization
Hanan Lu, Xizhen Song, Tianyu Pan, Zhe Yang, Jian Zhang, Qiushi Li
3citations -
Designing synthetic communities with organism-free modular computational models2022 ChemRxiv preprint Biochemistry, Genetics and Molecular Biology Gene Regulatory Network Analysis Open access
Anna Matuszyńska, Oliver Ebenhöh, Matias Daniel Zurbriggen, Daniel C. Ducat, Ilka Maria IM Axmann
0citations -
Integrating Recurrent Neural Networks into Model Predictive Control for Thermal Torque Derating of Electric Machines2023 IFAC-PapersOnLine article Engineering Advanced Control Systems Optimization Open access cited by 1 patent
Alexander Winkler, Weizhou Wang, Armin Norouzi, David C. Gordon, Charles Robert Koch, Jakob Andert
8citations -
Quantitative adverse outcome pathway modeling of cisplatin-induced nephrotoxicity: developing in vitro and in vivo models for predictive extrapolation2026 Zenodo (CERN European Organization for Nuclear Research) dataset Veterinary Animal testing and alternatives Open access
Filippo Di Tillio, Lukas S. Wijaya, Steven J. Kunnen, Carl Joshua Eugenio, Giorgio Buzzanca, Imke B. Bruns, +6 more
0citations -
Quantitative adverse outcome pathway modeling of cisplatin-induced nephrotoxicity: developing in vitro and in vivo models for predictive extrapolation2026 Zenodo (CERN European Organization for Nuclear Research) dataset Veterinary Animal testing and alternatives Open access
Filippo Di Tillio, Lukas S. Wijaya, Steven J. Kunnen, Carl Joshua Eugenio, Giorgio Buzzanca, Imke B. Bruns, +6 more
0citations -
Hybrid Reinforcement Learning and Model Predictive Control for Adaptive Control of Hydrogen-Diesel Dual-Fuel Combustion2025 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access
Julian Bedei, Alexander Winkler, Murray McBain, Charles Robert Koch, David C. Gordon
2citations -
Nonlinear MPC for Transient Charging Pressure and EGR Rate Control for a Turbocharged SI Engine2020 2006 14th Mediterranean Conference on Control and Automation conference-paper Chemical Engineering Advanced Combustion Engine Technologies
Martin Keller, Severin Geiger, Kevin Kluge, Marco Günther, Stefan Pischinger, Dirk Abel, +1 more
2citations -
Machine learning-based conditional mean filter: A generalization of the ensemble Kalman filter for nonlinear data assimilation2022 Foundations of Data Science article Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access
Truong‐Vinh Hoang, Sebastian Krumscheid, Hermann Georg Matthies, Raul F. Tempone
4citations