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Projection matrices for numerical examples of "An adaptive model order reduction technique for parameter-dependent modular structures"2023 Zenodo (CERN European Organization for Nuclear Research) dataset Physics and Astronomy Model Reduction and Neural Networks Open access
Stephan Ritzert, Domen Macek, Jaan‐Willem Simon, Stefanie Reese
1citations -
Projection matrices for numerical examples of "An adaptive model order reduction technique for parameter-dependent modular structures"2023 Zenodo (CERN European Organization for Nuclear Research) dataset Physics and Astronomy Model Reduction and Neural Networks Open access
Stephan Ritzert, Domen Macek, Jaan‐Willem Simon, Stefanie Reese
0citations -
Numerical Modeling of Binary-Gas Plasma Jets in Multi-Arc Plasma Spraying and Validation of Temperature Profiles2026 Journal of Thermal Spray Technology article Physics and Astronomy Vacuum and Plasma Arcs Open access
Kirsten Bobzin, H. Heinemann, M. Erck, K. Jasutyn, G. Nassar, F. Alberding
0citations -
A Data-Driven Reduced Order Modeling Approach Applied in Context of Numerical Analysis and Optimization of Plastic Profile Extrusion4citations
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Numerical convergence of hydrodynamical simulations of galaxy formation: the abundance and internal structure of galaxies and their cold dark matter haloes2020 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Aaron D. Ludlow, Joop Schaye, Matthieu Schaller, Richard G. Bower
47citations -
Physics-based machine learning for modeling thermo-hydraulic processes in a coaxial deep borehole heat exchanger, considering an explicit reservoir-wellbore representation: A case study of Cornwall, UK
Dimitra Teza, Ryan Santoso, Nora Koltzer, Denise Degen, Tony Bennett, Florian Wellmann
0citations -
Multi-field decomposed hyper-reduced order modeling of damage-plasticity simulations2026 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access
Jannick Kehls, Stephan Ritzert, Lars Breuer, Qinghua Zhang, Stefanie Reese, Tim Brepols
1citations -
Flaremodel: An open-source Python package for one-zone numerical modelling of synchrotron sources2021 Astronomy and Astrophysics software-paper Physics and Astronomy Astrophysics and Cosmic Phenomena Open access
Yigit Dallilar, S. D. von Fellenberg, Michi Bauböck, P. T. de Zeeuw, Antonia Drescher, F. Eisenhauer, +10 more
0citations -
ZipGAN: Super-Resolution-based Generative Adversarial Network Framework for Data Compression of Direct Numerical Simulations2024 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access
Ludovico Nista, Christoph Schumann, Fabian Fröde, Mohamed Gowely, Temistocle Grenga, Jonathan F. MacArt, +2 more
0citations -
Applying physics-informed enhanced super-resolution generative adversarial networks to turbulent premixed combustion and engine-like flame kernel direct numerical simulation data2023 Proceedings of the Combustion Institute article Physics and Astronomy Model Reduction and Neural Networks Open access
Mathis Bode, Michael Gauding, Dominik Goeb, Tobias Falkenstein, Heinz G. Pitsch
31citations -
Applying Physics-Informed Enhanced Super-Resolution Generative Adversarial Networks to Turbulent Premixed Combustion and Engine-like Flame Kernel Direct Numerical Simulation Data2022 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access
Mathis Bode, Michael Gauding, Dominik Goeb, Tobias Falkenstein, Heinz G. Pitsch
0citations