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Unsupervised Data Analysis of Direct Numerical Simulation of a Turbulent Flame via Local Principal Component Analysis and Procustes Analysis2020 Advances in intelligent systems and computing conference-paper Physics and Astronomy Model Reduction and Neural Networks Open access
Antonio Attili, Alberto Cuoci, Heinz G. Pitsch, Alessandro Parente
2citations -
ZipGAN: Super-Resolution-Based Generative Adversarial Network Framework for Data Compression of Direct Numerical Simulations2025 Lecture notes in computational science and engineering conference-paper Physics and Astronomy Model Reduction and Neural Networks
Ludovico Nista, Christoph Schumann, Fabian Fröde, Mohamed Gowely, Temistocle Grenga, Jonathan F. MacArt, +2 more
0citations -
Reducing Experimental Data Requirements in CNN-based damage detection through Transfer Learning2026 RWTH Publications (RWTH Aachen) conference-paper Engineering Infrastructure Maintenance and Monitoring Open access
Finja Rentzsch holm, T. Schalm, Jorge Luis Jiménez Aparicio, Kai‐Uwe Schröder
0citations -
Maximizing Insights, Minimizing Data: I/O Time Prediction Using Transfer Learning2025 IEEE International Conference on High Performance Computing, Data, and Analytics conference-paper Computer Science Advanced Data Storage Technologies
Adrian Voß, Radita Liem, Julian Martin Kunkel, Jay Lofstead, Philip Carns, Matthias Müller
0citations -
Reducing Conservatism in Robust Data-Driven MPC via the S-Variable Method and Time-varying Lyapunov Functions2025 Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes conference-paper Engineering Advanced Control Systems Optimization
Hoang Hai Nguyen, Dennis Gramlich, Christian Ebenbauer, Rolf Findeisen
0citations -
Real-time Multi-Layer Predictive Energy Management for a Plug-in Hybrid Vehicle based on Horizon and Navigation Data2024 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Engineering Electric and Hybrid Vehicle Technologies
Xuewu Liu, Vivek Srivastava, Pan Wang, Joschka Schaub, Jianqiang Sun, Yunfei Deng, +3 more
3citations -
Alarm Flood Clustering improves Cause and Effect Analysis of Process Alarm Data2023 European Control Conference (ECC) conference-paper Engineering Fault Detection and Control Systems cited by 1 patent
Adrian Caspari, Maximilian F. Thiedemann, Paul L. Bussmann, Thomas Leifeld, Li Wan, Daniel A. Vey, +2 more
1citations -
Incorporating Texture Information into Dimensionality Reduction for High-Dimensional Images2022 IEEE Pacific Visualization Symposium conference-paper Computer Science Face and Expression Recognition Open access
Alexander Vieth, Anna Vilanova, Boudewijn P. F. Lelieveldt, Elmar Eisemann, Thomas Höllt
5citations