A Aralex Aachen research explorer

July 03, 2023 article Open access

Model reduction for nonlinear dynamical systems using deep convolutional autoencoders.

OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)

DOI: 10.1016/j.jcp.2019.108973 Full text (OA) OpenAlex

Authors 0

Author list not loaded yet.

Cited by 5 stored of 765

Data-driven reduced order surrogate modeling for coronary in-stent restenosis
2024 Computer Methods and Programs in Biomedicine article Physics and Astronomy Model Reduction and Neural Networks Open access

2

citations
Reducing Spatial Discretization Error on Coarse CFD Simulations Using an OpenFOAM-Embedded Deep Learning Framework
2024 Research Square preprint Physics and Astronomy Model Reduction and Neural Networks Open access

1

citations
Data-Driven Reduced Order Surrogate Modeling for Coronary In-Stent Restenosis
2024 SSRN Electronic Journal preprint Medicine Coronary Interventions and Diagnostics Open access

0

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

29

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

17

citations

5 results

References 0