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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
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Modellbildung und Integration von systemdynamischen Resilienzsimulationen mittels Asset Administration Shell2026 at - Automatisierungstechnik article Business, Management and Accounting Supply Chain Resilience and Risk Management
Jörg A. Nagel, Alaettin Dogan, Sarah Maria Lang, Torben Miny, Andreas Wick, Lukas Knak, +2 more
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Risk-Aware World Modeling with Flow-Guided Occupancy Evolution for Selective Trajectory Planning in Automated Driving2026 arXiv (Cornell University) preprint Engineering Autonomous Vehicle Technology and Safety Open access
Rongxiang Zeng, Linsen Cai, Jiafu Zhang, Yijie Zhong, Yide Tao, Shuai Wang, +4 more
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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
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A hybrid framework for lithium-ion battery SOH estimation under partial charging based on ICA reconstruction2026 Energy Conversion and Management X article Engineering Battery Modeling and Management Open access
Qi Zhao, Wenbin Li, Chenye Song, Seyedmehdi Hosseininasab, Jakob Andert, Stefan Pischinger
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Machine Learning Framework to Identify Individuals at Risk of Rapid Progression of Coronary Atherosclerosis: From the PARADIGM Registry2020 Journal of the American Heart Association article Medicine Cardiac Imaging and Diagnostics Open access
Donghee Han, Kranthi K. Kolli, Subhi Jamal Alaref, Lohendran Baskaran, Alexander R. van Rosendael, Heidi Gransar, +30 more
97citations