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Noisecut: a python package for noise-tolerant classification of binary data using prior knowledge integration and max-cut solutions2024 BMC Bioinformatics software-paper Computer Science Machine Learning and Data Classification Open access
Moein E. Samadi, Hedieh Mirzaieazar, Alexander Mitsos, Andreas Schuppert
5citations -
Integration of Physics-Derived Memristor Models with Machine Learning Frameworks2022 2018 52nd Asilomar Conference on Signals, Systems, and Computers conference-paper Engineering Advanced Memory and Neural Computing Open access
Zhenming Yu, Stephan Menzel, John Paul Strachan, Emre Neftci
5citations -
Model-driven software development and verification solutions for safety critical battery management systems : a quantitative evaluation of probabilistic inference & artificial intelligence methods0citations
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Genosolver: Rare Disease Diagnosis through Holistic Integration of Unstructured Clinical Narratives Using Large Language and Reasoning Models2026 medRxiv preprint Biochemistry, Genetics and Molecular Biology Genomics and Rare Diseases Open access
Tanhim Islam, Martin Danner, Zain Ziad, Matthias Begemann, Danique Beijer, Annette Lischka, +21 more
0citations -
A model hierarchy for predicting the flow in stirred tanks with physics-informed neural networks2024 Advances in Computational Science and Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access
Veronika Trávníková, Daniel Wolff, Nico Dirkes, Stefanie Elgeti, Eric von Lieres, Marek Behr
5citations -
Empirical Material Sampling and Linearisation -- A Simple and Efficient Strain-Space Model Order Reduction Approach for Computational Homogenisation in Large-Deformation Hyperelasticity3citations
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Systematic underestimation of type-specific ecosystem process variability in the Community Land Model v5 over Europe2025 Geoscientific model development article Environmental Science Plant Water Relations and Carbon Dynamics Open access
Christian Poppe Terán, Bibi S. Naz, Harry Vereecken, Roland Baatz, Rosie A. Fisher, Harrie‐Jan Hendricks Franssen
4citations -
The Significance of a Cerebrovascular Accident Outcome Prediction Model for Patients, Family Members, and Health Care Professionals: Qualitative Evaluation Study2024 JMIR Human Factors article Health Professions Patient-Provider Communication in Healthcare Open access
Corinne G. Allaart, Sanne van Houwelingen, Pieter H. E. Hilkens, Aart van Halteren, Douwe H. Biesma, Lea Magdalena Dijksman, +1 more
1citations -
Model-Based Design Workflows for Cyber-Physical Systems Applied to an Electric-Mechanical Coolant Pump2021 IOP Conference Series Materials Science and Engineering conference-paper Engineering Systems Engineering Methodologies and Applications Open access
Gregor Höpfner, Georg Jacobs, Thilo Zerwas, Imke Drave, Joerg Berroth, Christian Guist, +2 more
32citations -
Lessons Learned from a Field Study on Deep-Learning-Based Model Predictive Control for Optimizing the Operation of Façade Ventilation Units2025 Building Simulation Conference proceedings conference-paper Engineering Building Energy and Comfort Optimization Open access
Clara-Larissa Lorenz, Oliver Abele, Jérôme Frisch, Christoph van Treeck
0citations -
A Novel Model Chain for Analysing the Performance of Vehicle Integrated Photovoltaic (VIPV) Systems2025 World Electric Vehicle Journal article Energy Photovoltaic System Optimization Techniques Open access
Hamid Samadi, Guido Ala, Miguel Centeno Brito, Marzia Traverso, Silvia Licciardi, Pietro Romano, +1 more
2citations