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Unlocking the potential of unlabeled data: Self-supervised machine learning for battery aging diagnosis with real-world field data2024 Journal of Energy Chemistry article Engineering Advanced Battery Technologies Research Open access
Qiao Wang, Min Ye, Sehriban Celik, Zhongwei Deng, Bin Li, Dirk Uwe Sauer, +1 more
32citations -
Development of a semi-automated data acquisition and processing architecture for machine learning applications in grinding2026 Journal of Intelligent Manufacturing article Engineering Advanced machining processes and optimization Open access
Eike Reuter, Björn Killich, Peter Breuer, Sebastian Prinz, Thomas Bergs
1citations -
Data-driven systematic parameter identification of an electrochemical model for lithium-ion batteries with artificial intelligence2021 Energy storage materials article Engineering Advanced Battery Technologies Research Open access cited by 2 patents
Weihan Li, Iskender Demir, Decheng Cao, Dominik Jöst, Florian Ringbeck, Dirk Uwe Sauer
210citations -
MINERALOGICAL, BIB‐SEM AND PETROPHYSICAL DATA IN SEAL ROCK ANALYSIS: A CASE STUDY FROM THE VIENNA BASIN, AUSTRIA2020 Journal of Petroleum Geology article Engineering Hydrocarbon exploration and reservoir analysis
David Misch, Wolfgang Siedl, Michael Christian Drews, Bo Liu, Jop Klaver, M. Pupp, +1 more
13citations -
An exploration of contrastive self-supervised learning for reconstructed atom probe tomography data2026 Machine Learning Science and Technology article Engineering Advanced Materials Characterization Techniques Open access
Janis A. Sälker, Marcus Hans, Jochen M. Schneider, Raheleh Hadian
0citations -
Intelligent Tunnel Collapse Prediction Using Multi‐Modal Gaussian Cross‐Attention Fusion (MGCAF): Integration of TBM Parameters and Geological Radar Data2026 Concurrency and Computation Practice and Experience article Engineering Tunneling and Rock Mechanics
Youliang Chen, Wencan Guan, Rafig Azzam, Suran Wang, Yungui Pan, Chao Yan
13citations -
Explainable Artificial Intelligence for Exhaust Gas Temperature of Turbofan Engines2022 Journal of Aerospace Information Systems article Engineering Aerospace Engineering and Applications Open access
Marios Kefalas, Juan de Santiago Rojo, Asteris Apostolidis, Dirk van den Herik, Bas van Stein, Thomas Bäck
9citations -
Generative AI in industrial machine vision: a review2025 Journal of Intelligent Manufacturing article Engineering Industrial Vision Systems and Defect Detection Open access
Hans Aoyang Zhou, Dominik Wolfschläger, Constantinos Florides, Jonas Werheid, Hannes Behnen, Jan-Henrik Woltersmann, +4 more
37citations