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Novel calibration design improves knowledge transfer across products for the characterization of pharmaceutical bioprocesses2024 Biotechnology Journal article Decision Sciences Optimal Experimental Design Methods Open access
Laura M. Helleckes, Claus Wirnsperger, Jakub Polak, Gonzalo Guillén‐Gosálbez, Alessandro Butté, Moritz von Stosch
12citations -
Spline-PINN: Approaching PDEs without Data Using Fast, Physics-Informed Hermite-Spline CNNs2022 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Physics and Astronomy Model Reduction and Neural Networks Open access cited by 1 patent
Nils Wandel, Michael Weinmann, Michael Neidlin, Reinhard Klein
60citations -
Semi-supervised Algorithms in Resource-constrained Edge Devices: An Overview and Experimental Comparison2022 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, Physical & Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics (Cybermatics) conference-paper Computer Science Machine Learning and Algorithms5citations
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Demonstrating Data-to-Knowledge Pipelines for Connecting Production Sites in the World Wide Lab2026 Machine Learning and Knowledge Extraction article Computer Science Research Data Management Practices Open access
Leon Gorißen, Jan-Niklas Schneider, Mohamed Behery, Philipp Brauner, David Kötter, Thomas Käster, +7 more
3citations -
A comparison of modeling approaches for static and dynamic prediction of central-line bloodstream infections using electronic health records (part 1): regression models2025 Diagnostic and Prognostic Research article Computer Science Machine Learning in Healthcare Open access
Shan Gao, Elena Albu, Hein Putter, Pieter Stijnen, Frank E Rademakers, Veerle Cossey, +4 more
11citations -
Prediction Degeneracy in Medical Vision-Language Models: Implications for Robustness and Interpretability2025 IEEE International Conference on Computer Vision Workshops conference-paper Computer Science Multimodal Machine Learning Applications
Martin Goetze, Dennis Eschweiler, Brendan Huang, Gustav Anton Müller‐Franzes, Carolina Ramirez, Madeline Hess, +3 more
0citations