Papers matching “transferable machine learning” 35
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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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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 -
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 -
AutoSourceID-FeatureExtractor. Optical image analysis using a two-step mean variance estimation network for feature estimation and uncertainty characterisation2023 arXiv (Cornell University) preprint Engineering Astronomical Observations and Instrumentation Open access
Fiorenzo Stoppa, Paul M. Vreeswijk, Saptashwa Bhattacharyya, S. Caron, S. Bloemen, Gabrijela Zaharijaš, +5 more
2citations -
Classification-Enhanced and hybrid forecasting paradigms in recent Short-Term electricity load Forecasting: A PRISMA-Based Systematic review2026 Energy Conversion and Management X review Engineering Energy Load and Power Forecasting Open access
Ei Thu Thu Tun, Kamal Chapagain, Yung-Cheol Byun, Pyae Pyae Phyo, Chawalit Jeenanunta
0citations -
Demonstrating computer vision to small‐ and medium‐sized enterprises in manufacturing: Toward overcoming costs and implementation challenges2024 Engineering Reports article Engineering Industrial Vision Systems and Defect Detection Open access
Jonas Werheid, Sven Münker, Nils Klasen, Tobias Hamann, Anas Abdelrazeq, Robert Heinrich Schmitt
5citations