Papers matching “transferable machine learning” 46
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Induced network-based transfer learning in injection molding for process modelling and optimization with artificial neural networks97citations
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Identifying and Analyzing Data Model Requirements and Technology Potentials of Machine Learning Systems in the Manufacturing Industry of the Future7citations
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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 -
ESAFORM Benchmark 2025: predicting stainless steel PBF-LB part density using statistical, data-driven, and physics-informed machine learning models derived from process parameters and in-situ monitoring data2026 International Journal of Material Forming article Engineering Additive Manufacturing Materials and Processes Open access cited by 1 patent
Medad C.C. Monu, Éanna McCarthy, Abhilash Puthanveettil Madathil, Josiah Cherian Chekotu, Irina Ilic, Merve Nur Doğu, +14 more
4citations -
Digital Twin-Based Transfer Learning for Collaborative Robot Systems: A Proof of Concept2024 International Conference on Information Networking conference-paper Engineering Digital Transformation in Industry
Supat Roongpraiwan, Zongdian Li, Mohsen Pourghasemian, Haris Gacanin, Kei Sakaguchi
0citations -
Fault Detection and Diagnosis by Machine Learning Methods in Air-To-Water Heat Pumps: Evaluation of Evaporator Fouling2023 International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems (ECOS) conference-paper Engineering Fault Detection and Control Systems Open access
Sebastian Borges, Lasse Jöhnk, Tim Klebig, Christian Vering, Dirk Müller
4citations -
Improving Manufacturing Efficiency for Discontinuous Processes by Methodological Cross-Domain Knowledge Transfer2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access
Yannik Lockner, Paul Buske, Maximilian Rudack, Moritz Kröger, Seyed Ruhollah Dokhanchi, Julia Janowitz, +8 more
2citations -
Improving Manufacturing Efficiency for Discontinuous Processes by Methodological Cross-Domain Knowledge Transfer2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access
Yannik Lockner, Paul Buske, Maximilian Rudack, Moritz Kröger, Seyed Ruhollah Dokhanchi, Julia Janowitz, +8 more
2citations -
Real-Time Quality Control in Thin Glass Forming Using Infrared Thermography and Deep Learning2022 Key engineering materials article Engineering Industrial Vision Systems and Defect Detection Open access
Anh Tuan Vu, Paul Alexander Vogel, Abimathi Siva Subramanian, Tim Grunwald, Thomas Bergs
4citations -
Volatile organic compounds from exhaled breath in schizophrenia2022 The World Journal of Biological Psychiatry article Engineering Advanced Chemical Sensor Technologies Open access
Carina Jiang, Henrik Dobrowolny, Dorothee Maria Gescher, Gabriela Meyer-Lotz, Johann Steiner, Christoph Hoeschen, +1 more
16citations