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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 -
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 -
Approach for the Development for an Adaptive Vacuum Laser Welding Process for Hairpin Stators Using Supervised Learning2023 International Electric Drives Production Conference conference-paper Engineering Welding Techniques and Residual Stresses
Achim Kampker, Florian Brans, Heiner Hans Heimes, Yazan Bajah, Benjamin Dorn, Benjamin Gerhards
1citations -
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 -
Enhancing state of charge estimation of lithium-ion batteries via unlabeled data and self-supervised deep learning2026 SSRN Electronic Journal preprint Engineering Advanced Battery Technologies Research Open access
Qiao Wang, Min Ye, Yiming Ye, Dayu Zhang, Meng Wei, Yan Li (23143), +2 more
0citations -
Compensating Streak Artifacts in Sparse-View Inline Industrial CT for Accurate Metrology using Self-Supervised Optimization of Implicit Neural Volume Representations2025 Journal of Nondestructive Evaluation article Engineering Advanced X-ray and CT Imaging Open access
Guangpu Yang, Manuel Buchfink, Ammar Alsaffar, Ahmed Baraka, Xingyu Liu, Sven Simon
4citations