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Gradient Information and Regularization for Gene Expression Programming to Develop Data-Driven Physics Closure Models2022 arXiv (Cornell University) preprint Computer Science Evolutionary Algorithms and Applications Open access
Fabian Waschkowski, Haochen Li, Abhishek J. Deshmukh, Temistocle Grenga, Yaomin Zhao, Heinz G. Pitsch, +2 more
4citations -
Gradient Information and Regularization for Gene Expression Programming to Develop Data-Driven Physics Closure Models2024 Flow Turbulence and Combustion article Computer Science Evolutionary Algorithms and Applications Open access
Fabian Waschkowski, Haochen Li, Abhishek J. Deshmukh, Temistocle Grenga, Yaomin Zhao, Heinz G. Pitsch, +2 more
3citations -
Data-driven Product-Process Optimization of N-isopropylacrylamide Microgel Flow-Synthesis2023 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Luise F. Kaven, Artur M. Schweidtmann, Jana Israel, Nadja Wolter, Alexander Mitsos
0citations -
A review of information sources and analysis methods for data driven decision aids in child and adolescent mental health services2024 International Journal of Medical Informatics article Computer Science Machine Learning in Healthcare Open access
Kaban Koochakpour, Øystein Nytrø, BENNETT L. LEVENTHAL, Odd Sverre Westbye, Thomas Brox Røst, Roman A. Koposov, +4 more
2citations -
D4.6 - Use case driven validation of semantic artefact exploitation within data repositories2025 HAL (Le Centre pour la Communication Scientifique Directe) report Computer Science Research Data Management Practices Open access
Sophie Aubin, Carmen Corre, Clément Jonquet, Llorenç Cabrera‐Bosquet, Ilaria Rosati, Enrica Nestola, +12 more
0citations -
Development of a Framework for Continual Learning in Industrial Robotics2022 IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) conference-paper Computer Science Domain Adaptation and Few-Shot Learning
Minh Trinh, Lukas Grundel, Victoria Hankemeier, Simon Storms, Christian Brecher
1citations -
The Culture Dataspace (Datenraum Kultur) – a Data-Sovereign Open-Source Digital Infrastructure based on the Eclipse Dataspace Components (EDC) Framework1citations
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Visual Assistance in Development and Validation of Bayesian Networks for Clinical Decision Support2022 IEEE Transactions on Visualization and Computer Graphics article Computer Science Bayesian Modeling and Causal Inference Open access
Juliane Müller, Seyedbehnam Beladi, Stephanie Vrede, Monique Meuschke, Peter Lucas, Johanna M. A. Pijnenborg, +1 more
7citations -
Surrogate Modelling of Dynamic Phasor Simulations of Electrical Drives2022 Proceedings of the Annual Conference of the IEEE Industrial Electronics Society conference-paper Computer Science Gaussian Processes and Bayesian Inference Open access
Nasrulloh Ratu Bagus Satrio Loka, Sriram Karthik Gurumurthy, Bernard S. Amevor, Antonello Monti, Tom Dhaene, Ivo Couckuyt
4citations -
Transforming Knowledge into Practice: Science, Technology and Innovation in Support of the UN SDGs2024 Research Ideas and Outcomes article Computer Science Research Data Management Practices Open access
Christos Arvanitidis, Boris Barov, Alberto Basset, Klaas Deneudt, Montserrat Gonzalez-Ferreiro, Federico Drago, +9 more
1citations -
GPT-4o and the quest for machine learning interpretability in ICU risk of death prediction2025 BMC Medical Informatics and Decision Making article Computer Science Machine Learning in Healthcare Open access
Moein E. Samadi, Kateryna Nikulina, Sebastian Johannes Fritsch, Andreas Schuppert
5citations