Combining machine learning and process engineering physics towards enhanced accuracy and explainability of data-driven models von Bikmukhametov, Timur, Jäschke, Johannes

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Systematic Estimation of Noise Statistics for Nonlinear State Estimators by Parametric Uncertainty von Krog, Halvor Aarnes, Jäschke, Johannes

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Design considerations for industrial water electrolyzer plants von Rizwan, Md, Alstad, Vidar, Jäschke, Johannes

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Closed-loop training of static output feedback neural network controllers for large systems: A distillation case study von Turan, Evren Mert, Jäschke, Johannes

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Closed-loop optimisation of neural networks for the design of feedback policies under uncertainty von Turan, Evren Mert, Jäschke, Johannes

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Simplified First-Principles Model of a Compact Flotation Unit for Use in Optimization and Control von Das, Tamal, Jäschke, Johannes

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Design and operational analysis of an alkaline water electrolysis plant powered by wind energy von Cammann, Lucas, Perera, Anushka, Alstad, Vidar, Jäschke, Johannes

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Pathfollowing for parametric mathematical programs with complementarity constraints von Kungurtsev, Vyacheslav, Jäschke, Johannes

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Self-optimizing control – A survey von Jäschke, Johannes, Cao, Yi, Kariwala, Vinay

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Stability properties of the adaptive horizon multi-stage MPC von Mdoe, Zawadi, Krishnamoorthy, Dinesh, Jäschke, Johannes

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Online Model Maintenance via Output Modifier Adaptation von Matias, José, Jäschke, Johannes

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A Predictor-Corrector Path-Following Algorithm for Dual-Degenerate Parametric Optimization Problems von Kungurtsev, Vyacheslav, Jäschke, Johannes

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Gibbs sampler for noisy Transformed Gamma process: Inference and remaining useful life estimation von Liu, Xingheng, Matias, José, Jäschke, Johannes, Vatn, Jørn

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Sensitivity-Assisted multistage nonlinear model predictive control: Robustness, stability and computational efficiency von Thombre, Mandar, (Joyce) Yu, Zhou, Jäschke, Johannes, Biegler, Lorenz T.

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Self-optimizing control of an LNG liquefaction plant von Verheyleweghen, Adriaen, Jäschke, Johannes

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Optimal scheduling of flexible thermal power plants with lifetime enhancement under uncertainty von Rúa, Jairo, Verheyleweghen, Adriaen, Jäschke, Johannes, Nord, Lars O.

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NCO tracking and self-optimizing control in the context of real-time optimization von Jäschke, Johannes, Skogestad, Sigurd

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Optimal Operation of a Subsea Separation System Including a Coalescence Based Gravity Separator Model and a Produced Water Treatment Section von Das, Tamal, Heggheim, Sindre Johan, Dudek, Marcin, Verheyleweghen, Adriaen, Jäschke, Johannes

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Fast economic model predictive control based on NLP-sensitivities von Jäschke, Johannes, Yang, Xue, Biegler, Lorenz T.

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Fast sensitivity-based economic model predictive control for degenerate systems von Suwartadi, Eka, Kungurtsev, Vyacheslav, Jäschke, Johannes

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