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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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Fluctuating ecological networks: A synthesis of maximum‐entropy approaches for pattern detection and process inference2022 Methods in Ecology and Evolution article Agricultural and Biological Sciences Plant and animal studies Open access
Tancredi Caruso, Giulio Virginio Clemente, Matthias C. Rillig, Diego Garlaschelli
19citations -
Physics-informed neural networks for dynamic process operations with limited physical knowledge and data2024 Computers & Chemical Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access
Mehmet Velioglu, Song Zhai, Sophia Rupprecht, Alexander Mitsos, Andreas Jupke, Manuel Dahmen
54citations -
Physics-Informed Neural Networks for Dynamic Process Operations with Limited Physical Knowledge and Data2024 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access
Mehmet Velioglu, Sophia Rupprecht, Alexander Mitsos, Andreas Jupke, Manuel Dahmen
2citations -
Smart Process Failure Analysis based on Bayesian Networks and Knowledge Graphs2024 International Conference on Artificial Intelligence in Information and Communication (ICAIIC) conference-paper Engineering Fault Detection and Control Systems
Aleksandra Müller, Luca Simon, Oliver Petrović, Werner Herfs, Christian Brecher
0citations -
An Efficient Specific Emitter Identification Method Based on Complex-Valued Neural Networks and Network Compression2021 IEEE Journal on Selected Areas in Communications article Computer Science Wireless Signal Modulation Classification
Yu Wang, Guan Gui, Haris Gacanin, Tomoaki Otsuki Ohtsuki, Octavia A. Dobre, H. Vincent Poor
300citations -
Process Parameter Prediction for Fused Deposition Modeling Using Invertible Neural Networks2023 Polymers article Engineering Additive Manufacturing and 3D Printing Technologies Open access cited by 2 patents
Lukas Pelzer, Andrés Felipe Posada-Moreno, Kai Müller, Christoph Greb, Christian Hopmann
8citations -
Adaptive Process Control Strategies For Variable Wall Thickness In Laser Metal Deposition: A Framwork Utilizing Articifical Neural Networks2026 RWTH Publications (RWTH Aachen) article Engineering Additive Manufacturing Materials and Processes Open access
Henrik Kruse, Akshay Kulkarni, Gustavo Melo, Markus Sudmanns, Johannes Henrich Schleifenbaum
0citations -
Adaptive Process Control Strategies For Variable Wall Thickness In Laser Metal Deposition: A Framwork Utilizing Articifical Neural Networks2026 RWTH Publications (RWTH Aachen) article Engineering Additive Manufacturing Materials and Processes Open access
Henrik Kruse, Akshay Kulkarni, Johannes Henrich Schleifenbaum
0citations -
Generalization of convolutional neural networks for defect detection in friction stir welding towards the qualification of a spindle-integrated high granularity process-force measurement system2026 Welding in the World article Engineering Industrial Vision Systems and Defect Detection Open access
Pascal Rabe, Alexander Schiebahn, Uwe Reisgen, Anton Strachkov, Marcel Fey, C. Brecher
0citations -
Energy and Process Network Flux Analysis: Optimization-Based Assessment of Sustainable Chemical Production Pathways2025 Industrial & Engineering Chemistry Research article Engineering Process Optimization and Integration
Marian Panofen, Laura Lang, Jörn Viell, Manuel Dahmen, Alexander Mitsos
3citations -
The EUropean Network of National Schizophrenia Networks Studying Gene–Environment Interactions (EU-GEI): Incidence and First-Episode Case–Control Programme2020 Social Psychiatry and Psychiatric Epidemiology article Medicine Schizophrenia research and treatment Open access
EU-GEI WP2 Group, Charlotte E. Gayer-Anderson, Hannah E. Jongsma, Marta Di Forti, Diego Quattrone, Eva Velthorst, +27 more
90citations