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Morphological classification of radio galaxies with Wasserstein generative adversarial network-supported augmentation2023 RAS Techniques and Instruments article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Lennart Rustige, Janis Kummer, Florian Griese, K. Borras, M. Brüggen, Patrick Connor, +4 more
14citations -
Neural network training under semidefinite constraints2022 Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes conference-paper Computer Science Stochastic Gradient Optimization Techniques cited by 1 patent
Patricia Pauli, Niklas Funcke, Dennis Gramlich, Mohamed Amine Msalmi, Frank Allgöwer
10citations -
Numerical analysis of microstructural characteristics on the hydrogen susceptibility of pipeline steels2026 Materials & Design article Materials Science Hydrogen embrittlement and corrosion behaviors in metals Open access
Berk Tekkaya, Ioanna Papadioti, Ilias Bellas, S. Meenakshi Sundaram, Sophie Stebner, Nikolaos Aravas, +2 more
0citations -
Augmentation of 3D virtual aggregate database using deep convolutional Wasserstein generative adversarial networks2025 Advanced Engineering Informatics article Engineering Asphalt Pavement Performance Evaluation Open access
Dong Feng, Jinchao Guan, Chaoliang Fu, Yuanyuan Hu, Frédéric Otto, Álvaro García
20citations -
Influence of synthetically generated inclusions on the stress accumulation and concentration in X65 pipeline steel2021 IOP Conference Series Materials Science and Engineering conference-paper Materials Science Machine Learning in Materials Science Open access
Niklas C. Fehlemann, Yannik Sparrer, Felix Pütz, Markus Könemann, Sebastian Münstermann
11citations
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