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A virtual calibration chamber for cone penetration test based on deep-learning approaches2024 Journal of Rock Mechanics and Geotechnical Engineering article Engineering Geotechnical Engineering and Soil Mechanics Open access
Mingpeng Liu, Enci Sun, Ningning Zhang, Fengwen Lai, Raúl Fuentes
12citations -
Neural Combinatorial Optimization for Production Scheduling with Sequence-Dependent Setup Waste2020 Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics conference-paper Engineering Scheduling and Optimization Algorithms
Aymen Gannouni, Владимир Самсонов, Mohamed Behery, Tobias Meisen, Gerhard Lakemeyer
12citations -
Incorporating scheduling autonomy of workers into flexible job shop scheduling: Learning and balancing decentralized task sequencing decisions with overall scheduling performance2025 Journal of Manufacturing Systems article Engineering Scheduling and Optimization Algorithms Open access
Jan-Phillip Herrmann, Sven M. Tackenberg, Tharsika Pakeerathan Srirajan, Verena Nitsch
2citations -
A Spatio-Temporal Ensemble Deep Learning Architecture for Real-Time Defect Detection during Laser Welding on Low Power Embedded Computing Boards2021 Sensors article Engineering Industrial Vision Systems and Defect Detection Open access cited by 1 patent
Christian Knaak, Jakob von Eßen, Moritz Kröger, Frederic Schulze, Arnold Gillner
71citations -
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 -
Prediction of Fault Rock Permeability With Deep Learning: Training Data from Transfer Samples of Fault Cores2022 EAGE Annual Conference & Exhibition conference-paper Engineering Hydrocarbon exploration and reservoir analysis
Joyce Schmatz, Jop Klaver, Eva Wellmann, Mingming Jiang, Wolf- Gang Kraus, Simon Freitag, +2 more
0citations -
Analysis code and derived data for: Demographic Shortcuts Account for Most of the Apparent Accuracy of Four-Class Gait-Based Differential Diagnosis in Neurodegenerative Disease: An Interpretability-Driven Audit of Machine Learning on a Public Gait Benchmark0citations
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Analysis code and derived data for: Demographic Shortcuts Account for Most of the Apparent Accuracy of Four-Class Gait-Based Differential Diagnosis in Neurodegenerative Disease: An Interpretability-Driven Audit of Machine Learning on a Public Gait Benchmark0citations