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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 -
Automated Machine Learning for Remaining Useful Life Estimation of Aircraft Engines2021 IEEE Conference on Prognostics and Health Management conference-paper Engineering Machine Fault Diagnosis Techniques Open access
Marios Kefalas, Mitra Baratchi, Asteris Apostolidis, Dirk van den Herik, Thomas Bäck
18citations -
328. Nighttime safety of daridorexant: response to noise stimuli, and effects on postural stability, walking and memory2026 The International Journal of Neuropsychopharmacology conference-abstract Psychology Sleep and related disorders Open access
Clemens Muehlan, Ingrid W. Koopmans, Massimo Magliocca, C Vaillant, Rob G. J. A. Zuiker, Jasper Dingemanse, +1 more
0citations -
Wisdom of Crowds for Supporting the Safety Evaluation of Nanomaterials2025 Environmental Science & Technology article Materials Science Nanoparticles: synthesis and applications Open access
Laura Aliisa Saarimäki, Michele Fratello, Giusy del Giudice, Emanuele Di Lieto, Antreas Afantitis, Harri Tapio Alenius, +21 more
3citations -
Model-driven software development and verification solutions for safety critical battery management systems : a quantitative evaluation of probabilistic inference & artificial intelligence methods0citations
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Machine learning for developing a prediction model of hospital admission of emergency department patients: Hype or hope?2021 International Journal of Medical Informatics article Medicine Emergency and Acute Care Studies Open access
Anne de Hond, Wouter Raven, Laurens Schinkelshoek, Menno Iskander Gaakeer, Ewoud ter Avest, Özcan Sir, +7 more
66citations -
Utilization of Lung Cancer Registries in Learning Health Systems for Health Care Improvement2025 JCO Clinical Cancer Informatics review Health Professions Healthcare Quality and Management Open access
Rob George Stirling, David Baldwin, David Jonathan Heineman, Michel W.J.M. Wouters, Neal Navani, Paul A. Dawkins, +3 more
1citations -
The Role of Anti-Violence Education in Creating a Safe Learning Environment: A Study at Pondok Pesantren Modern Selamat Kendal2024 Edukasia Islamika/Forum Tarbiyah article Social Sciences Education and Islamic Studies Open access
Ashif Az Zafi, Andi Ratu Ayuashari Anwar, Milkhatun Khanifah, Nikmatul Khasanah, Tasallia Nima Kamil
0citations -
Compensating Environmental Disturbances in Maritime Path Following Using Deep Reinforcement Learning2026 Journal of Marine Science and Engineering article Engineering Maritime Navigation and Safety Open access
Björn Krautwig, Dominik Wans, Till Jona Temmen, Tobias Brinkmann, Sung Yong Lee, Daehyuk Kim, +1 more
0citations -
Navigating the Trade-Offs: A Quantitative Analysis of Reinforcement Learning Reward Functions for Autonomous Maritime Collision Avoidance2025 Journal of Marine Science and Engineering article Engineering Maritime Navigation and Safety Open access
Björn Krautwig, Dominik Wans, Li Li, Till Temmen, Lucas Koch, Markus Eisenbarth, +1 more
0citations -
Predicting genotoxicity of viral vectors for stem cell gene therapy using gene expression-based machine learning2021 Molecular Therapy article Biochemistry, Genetics and Molecular Biology Virus-based gene therapy research Open access cited by 1 patent
Adrian Schwarzer, Steven Roger Talbot, Anton Selich, Michael Alexander Morgan, Juliane Wilhelmine Schott, Oliver Dittrich‐Breiholz, +11 more
51citations -
Molecular Design of Fuels for Maximum Spark-Ignition Engine Efficiency by Combining Predictive Thermodynamics and Machine Learning2023 Energy & Fuels article Chemical Engineering Advanced Combustion Engine Technologies Open access
Lorenz Fleitmann, Philipp Ackermann, Johannes Schilling, Johanna Kleinekorte, Jan G. Rittig, Florian vom Lehn, +6 more
25citations -
Eco-friendly production of AgNPs by ultrasound-intensified continuous method, and process evaluation via life cycle assessment and machine learning2025 Ultrasonics Sonochemistry article Materials Science Nanoparticles: synthesis and applications Open access
Juncheng Hu, Hengyi Zhu, Jiawei Zhang, K. Yang, Ning Xue, Justin Z. Lian, +3 more
4citations