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Papers matching “nonlinear models” 603

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End-to-end reinforcement learning of Koopman models for economic nonlinear model predictive control
2024 Computers & Chemical Engineering article Engineering Advanced Control Systems Optimization Open access

Daniel Mayfrank, Alexander Mitsos, Manuel Dahmen

10

citations
Adaptive Learning of Hybrid Models for Nonlinear Model Predictive Control of Distillation Columns
2021 IFAC-PapersOnLine article Engineering Advanced Control Systems Optimization Open access

Jannik T. Lüthje, Jan C. Schulze, Adrian Caspari, Adel Mhamdi, Alexander Mitsos, Pascal M. Schäfer

3

citations
A new anisotropic bending model for nonlinear shells: Comparison with existing models and isogeometric finite element implementation
2023 International Journal of Solids and Structures article Engineering Advanced Numerical Analysis Techniques Open access

Eshwar J. Savitha, Roger A. Sauer

2

citations
Theoretical Performance of Nonlinear Mixed-Effect Models Incorporating Saliva as an Alternative Sampling Matrix for Therapeutic Drug Monitoring in Pediatrics: A Simulation Study
2021 Therapeutic Drug Monitoring article Medicine Pharmaceutical studies and practices

Matthijs D. Kruizinga, Frederik E. Stuurman, Gertjan J. A. Driessen, Adam F. Cohen, Kirsten Riber Bergmann, Michiel Joost van Esdonk

9

citations
Learning solutions of thermodynamics-based nonlinear constitutive material models using physics-informed neural networks
2024 Computational Mechanics article Physics and Astronomy Model Reduction and Neural Networks

Shahed Rezaei, Ahmad Moeineddin

82

citations
Nonlinear oscillation of a microbeam due to an electric actuation—Comparison of approximate models
2023 ZAMM ‐ Journal of Applied Mathematics and Mechanics / Zeitschrift für Angewandte Mathematik und Mechanik article Engineering Advanced MEMS and NEMS Technologies

Igor V. Andrianov, Jan Awrejcewicz, Steve G. Koblik, Galina A. Starushenko

6

citations
Identification of MIMO Wiener-type Koopman models for data-driven model reduction using deep learning
2022 Computers & Chemical Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access cited by 1 patent

Jan C. Schulze, Danimir T. Doncevic, Alexander Mitsos

29

citations
Compact thermo-mechanical models for the fast simulation of machine tools with nonlinear component behavior
2022 at - Automatisierungstechnik article Physics and Astronomy Model Reduction and Neural Networks Open access

Julia Vettermann, Alexander Steinert, Christian Brecher, Peter Benner, Jens Saak

12

citations
Component‐Based Model‐Order Reduction With Mortar Tied Contact for Nonlinear Quasi‐Static Mechanical Problems
2025 International Journal for Numerical Methods in Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access

Stephan Ritzert, Jannick Kehls, Stefanie Reese, Tim Brepols

6

citations
Workflow concepts to model nonlinear mechanics with computational intelligence
2021 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access

Arnd Koeppe, Franz Bamer, Michael A. Selzer, Britta Nestler, Bernd A. Markert

5

citations
Nonlinear Mixed‐Effects Model of Z‐Endoxifen Concentrations in Tamoxifen‐Treated Patients from the CEPAM Cohort
2024 Clinical Pharmacology & Therapeutics article Pharmacology, Toxicology and Pharmaceutics Pharmacogenetics and Drug Metabolism Open access

Anna M. Mc Laughlin, Thomas Helland, Fenja Klima, Stijn L.W. Koolen, Ron H. N. van Schaik, Ron H.J. Mathijssen, +16 more

4

citations
Deriving Models of Change with Interpretable Parameters: Linear Estimation with Nonlinear Inference
2025 Psychometrika article Mathematics Statistical Methods and Bayesian Inference Open access

Ethan Michael McCormick

2

citations
On the structural identifiability of nonlinear models of ligand binding dynamics
2026 Journal of Pharmacokinetics and Pharmacodynamics article Engineering Control Systems and Identification Open access

Carla White, Vivi Rottschäfer, Lloyd Bridge

0

citations
Nonlinear model predictive control of ultra-high-purity air separation units using transient wave propagation model
2020 Computers & Chemical Engineering article Engineering Advanced Control Systems Optimization Open access

Jan C. Schulze, Adrian Caspari, Christoph Offermanns, Adel Mhamdi, Alexander Mitsos

22

citations
Data-Driven Nonlinear Model Reduction Using Koopman Theory: Integrated Control Form and NMPC Case Study
2022 IEEE Control Systems Letters article Physics and Astronomy Model Reduction and Neural Networks Open access

Jan C. Schulze, Alexander Mitsos

17

citations
Nonlinear model order reduction of dynamical systems in process engineering: review and comparison
2026 Nonlinear Dynamics article Physics and Astronomy Model Reduction and Neural Networks Open access

Jan C. Schulze, Alexander Mitsos

2

citations
Function Approximation Technique (FAT)-Based Adaptive Feedback Linearization Control for Nonlinear Aeroelastic Wing Models Considering Different Actuation Scenarios
2023 Mathematical Models and Computer Simulations article Engineering Aeroelasticity and Vibration Control

Hayder F. N. Al-Shuka, Burkhard J. Corves

3

citations
Energy-Efficient Thermal Management of a Fuel-Cell Heavy-Duty Truck via Nonlinear Model Predictive Control
2026 Energies article Engineering Electric and Hybrid Vehicle Technologies Open access

Tarik Hadzovic, Changying Mei, Maximilian Bayerlein, Niklas Kisseler, Julius Hausmann, Heiner Hans Heimes, +1 more

0

citations
Semi-infinite programming yields optimal disturbance model for offset-free nonlinear model predictive control
2021 Journal of Process Control article Engineering Advanced Control Systems Optimization Open access

Adrian Caspari, Hatim Djelassi, Adel Mhamdi, Lorenz T. Biegler, Alexander Mitsos

12

citations
A nonlinear manifold model order reduction approach for thermo‐mechanically coupled plasticity
2024 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access

Jian Zhang, Stefanie Reese, Tim Brepols

3

citations
Nonlinear model predictive control of a radiative heating process with movable radiators
2022 International Journal of Robust and Nonlinear Control article Engineering Advanced Control Systems Optimization Open access

Florian Rötzer, Lorenz Dörschel, Andreas Deutschmann, Dirk Abel, Andreas Kugi

2

citations
End-to-End Deep Neural Network Based Nonlinear Model Predictive Control: Experimental Implementation on Diesel Engine Emission Control
2022 Energies article Engineering Advanced Control Systems Optimization Open access

Armin Norouzi, Alexander Winkler, Jakub McNally, Eugen Nuss, Dirk Abel, Mahdi Shahbakhti, +2 more

18

citations
A general mechanical formulation of two-dimensional bristle friction models with a focus on the LuGre model and its dynamics
2025 Forces in Mechanics article Engineering Dynamics and Control of Mechanical Systems Open access

Günther Prokop

2

citations
A manifold learning approach to nonlinear model order reduction of quasi-static problems in solid mechanics: proof of concept and parameter study
2025 Computational Mechanics article Physics and Astronomy Model Reduction and Neural Networks Open access

Lisa Scheunemann, Erik Faust

0

citations
Nonlinear Model Order Reduction on Polynomial Manifolds for Computational Homogenisation Problems
2026 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access

Erik Faust, Lisa Scheunemann

0

citations