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Papers matching “model reduction” 1,125

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Non-isothermal reduction of TeO2 by hydrogen: Integrated distributed-activation-energy-model (DAEM)-shrinking-core-model (SCM) kinetic modeling and enthalpy-entropy compensation analysis
2026 International Journal of Hydrogen Energy article Materials Science Thermal and Kinetic Analysis Open access

Hanwen Chung, Bojan Janković, Semiramis Friedrich, Bernd Friedrich

0

citations
Nonlinear model order reduction of dynamical systems in process engineering: review and comparison
2026 Nonlinear Dynamics article Mathematics Numerical methods for differential equations Open access

Jan C. Schulze, Alexander Mitsos

2

citations
Model order reduction techniques applied to magnetodynamic T-Ω-formulation
2020 COMPEL The International Journal for Computation and Mathematics in Electrical and Electronic Engineering article Physics and Astronomy Model Reduction and Neural Networks

Fabian Müller, Lucas Crampen, Thomas Henneron, Stephane Clenet, Kay Hameyer

4

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
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
Reduction and Observer Design for a Grey-Box Model in Continuous Pharmaceutical Manufacturing
2022 IFAC-PapersOnLine article Physics and Astronomy Model Reduction and Neural Networks Open access

Ahmed Elkhashap, Dirk Abel

1

citations
A multi-field decomposed model order reduction approach for thermo-mechanically coupled gradient-extended damage simulations
2024 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access

Stephan Ritzert, Jian Zhang, Jannick Kehls, Stefanie Reese, Tim Brepols

22

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

1

citations
A model order reduction technique for FFT‐based microstructure simulation using a geometrically adapted reduced set of frequencies
2021 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access

Christian Gierden, Johanna Waimann, Bob Svendsen, Stefanie Reese

0

citations
Model-order reduction for hyperbolic relaxation systems
2022 International Journal of Nonlinear Sciences and Numerical Simulation article Physics and Astronomy Model Reduction and Neural Networks Open access

Sara Grundel, Michaël Herty

2

citations
Efficient Estimation of Electrical Machine Behavior by Model Order Reduction
2021 IEEE Transactions on Magnetics article Physics and Astronomy Model Reduction and Neural Networks

Fabian Müller, Andreas Siokos, Martin Marco Nell, Kay Hameyer

16

citations
Non-Isothermal Reduction Kinetics Model of Self-Reducing Iron Ore Pellets
2024 ISIJ International article Engineering Iron and Steelmaking Processes Open access

Suporn Kittivinitchnun, Pruet Kowitwarangkul, Elsayed Abdelhady Mousa, Alexander Babich

5

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

2

citations
An adaptive model order reduction technique for parameter-dependent modular structures
2023 Computational Mechanics article Physics and Astronomy Model Reduction and Neural Networks Open access

Stephan Ritzert, Domen Macek, Jaan‐Willem Simon, Stefanie Reese

13

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

5

citations
Model order reduction in subset simulations using the proper orthogonal decomposition
2023 PAMM article Decision Sciences Probabilistic and Robust Engineering Design Open access

Denny Thaler, Michael D. Shields, Bernd A. Markert, Franz Bamer

3

citations
Effect of Si on the hydrogen-based direct reduction of Fe2O3 studied by XPS of sputter-deposited thin-film model systems
2023 Scripta Materialia article Engineering Metallurgical Processes and Thermodynamics Open access

Lena Patterer, Eva B. Mayer, Stanislav Mráz, Marcus Hans, Daniel Primetzhofer, Isnaldi Rodrigues de Souza Filho, +2 more

26

citations
On the joint dynamics of potentials and currents in porous electrodes: Model reduction
2024 Journal of Power Sources Advances article Engineering Advanced Battery Technologies Research Open access

Keivan Haghverdi, Dmitri L. Danilov, Grietus Mulder, Luis D. Couto, Rüdiger‐A. Eichel

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
Actuation response model from sparse data for wall turbulence drag reduction
2020 Physical Review Fluids article Engineering Fluid Dynamics and Turbulent Flows Open access

Daniel Fernex, Richard Semaan, Marian Albers, Pascal S. Meysonnat, Wolfgang Schröder, Bernd R. Noack

25

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
Remanence deviations in permanent magnet synchronous machines evaluated using a model order reduction approach
2022 International Journal of Numerical Modelling Electronic Networks Devices and Fields article Physics and Astronomy Model Reduction and Neural Networks Open access

Fabian Müller, Kay Hameyer

2

citations
CFD model validation and mesh resolution reduction strategies for complex louvred openings
2026 Building and Environment article Engineering Building Energy and Comfort Optimization Open access

Laura Annabelle Bugenings, Philipp Ostmann, Aliakbar Kamari, Li Rong

2

citations
Automatic Model Order Reduction Technique for Real-time Temperature Monitoring of Oil-Cooled Electric Machines
2023 IEEE Transactions on Industry Applications article Engineering Electric Motor Design and Analysis

Akiyasu Miyamoto, Henning Sauerland, Huihui Xu, Rik W. De Doncker

6

citations