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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 -
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 -
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
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Evaluation of Key Spatiotemporal Learners for Print Track Anomaly Classification Using Melt Pool Image Streams2023 IFAC-PapersOnLine article Engineering Additive Manufacturing Materials and Processes Open access
Lynn Cherif, Mutahar Safdar, Guy Lamouche, Priti Wanjara, Padma Polash Paul, Gentry Wood, +3 more
5citations -
Evaluation of Key Spatiotemporal Learners for Print Track Anomaly Classification Using Melt Pool Image Streams2023 arXiv (Cornell University) preprint Engineering Additive Manufacturing Materials and Processes Open access
Lynn Cherif, Mutahar Safdar, Guy Lamouche, Priti Wanjara, Padma Polash Paul, Gentry Wood, +3 more
0citations -
Influencing factors on worker task sequencing decisions in a medium-sized hydraulic cylinder manufacturer2025 Procedia Computer Science conference-paper Engineering Scheduling and Optimization Algorithms Open access
Jan-Phillip Herrmann, Sven M. Tackenberg, Florens Burgert, Verena Nitsch
1citations -
Reliable Virtual Sensing: A Multi-Domain Benchmark for Robustness Under Sensor Failures2026 arXiv (Cornell University) preprint Engineering Fault Detection and Control Systems Open access
Jens U. Brandt, Noah C. Puetz, Alexander Windmann, Marc Hilbert, Elena Raponi, Thomas Bäck, +1 more
0citations