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Application of CIGAR for collective learning between CNN–BiLSTM models in lithium-ion battery state of health prediction2026 Neural Computing and Applications article Engineering Advanced Battery Technologies Research Open access
Sylwia Olbrych, Zi Xuan Tung, Sehriban Celik, Hans Aoyang Zhou, Anas Abdelrazeq, Dirk Uwe Sauer, +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 -
Towards digital twins of waste sorting plants: Developing data-driven process models of industrial-scale sensor-based sorting units by combining machine learning with near-infrared-based process monitoring2023 Resources Conservation and Recycling article Engineering Fault Detection and Control Systems Open access
Nils Kroell, Abtin Maghmoumi, Tobias Dietl, Xiaozheng Chen, Bastian Küppers, Tabea Scherling, +2 more
36citations -
Three-dimensional characterisation of deformation-induced damage in dual phase steel using deep learning2023 Materials & Design article Engineering Microstructure and Mechanical Properties of Steels Open access
Setareh Medghalchi, Sang-Hyeok Lee, Benjamin Berkels, U. Kerzel, Sandra Korte‐Kerzel
16citations -
Clinical Application of Deep Learning for Spine MRI Interpretation: A Multicenter Evaluation of Artificial-Intelligence-Assisted versus Manual Reading on Diagnostic Agreement with the Reference Standard
Xing Cheng, Maoping Zhang, Zhenxiao Ren, Tang Tang, Xiaolin Meng, Zhong Huang, +15 more
4citations -
Detection of abnormal SOH estimates in battery field data using statistical learning2025 Cell Reports Physical Science article Engineering Advanced Battery Technologies Research Open access
Valentin Steininger, Katharina Lilith Quade, Katharina Rumpf, Stephan Bihn, Jürgen Ringler, Dirk Uwe Sauer, +1 more
3citations -
Design and Analysis of a Torque Controller for an IPMSM using Reinforcement Learning2023 IEEE Transportation Electrification Conference and Expo, Asia-Pacific (ITEC Asia-Pacific) conference-paper Engineering Sensorless Control of Electric Motors
Hafsa Murtaza Kaboolio, Anne von Hoegen, Rik W. De Doncker, Nisai H. Fuengwarodsakul
0citations -
A Machine Learning based approach to predict road rutting considering uncertainty2024 Case Studies in Construction Materials article Engineering Asphalt Pavement Performance Evaluation Open access
Ke Chen, Mehran Eskandari Torbaghan, Nick H. Thom, Álvaro García, Asaad Faramarzi, David Chapman
17citations