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A Hybrid Modeling Framework for Generalizable and Interpretable Predictions of ICU Mortality: Leveraging ICD Codes in a Multi-Hospital Study of Mechanically Ventilated Influenza Patients
Moein E. Samadi, Jorge Guzman-Maldonado, Kateryna Nikulina, Hedieh Mirzaieazar, Konstantin Sharafutdinov, Sebastian Johannes Fritsch, +1 more
2citations -
Dynamic Modeling of a Thermochemical System for Solar Fuel Production Based on an Open-Source Framework2024 SolarPACES Conference Proceedings conference-paper Computer Science Modeling and Simulation Systems Open access
Falko Schneider, Christian Schwager, Cristiano Teixeira Boura, Nico Oellers, Alfonso Villegas, Ulf Herrmann
1citations -
A compositional framework for systematic modeling language reuse2020 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems (MODELS) conference-paper Computer Science Model-Driven Software Engineering Techniques
Arvid Butting, Jérôme Pfeiffer, Bernhard Rumpe⋆, Andreas Wortmann
22citations -
Lessons learned from applying model-driven engineering in 5 domains: The success story of the MontiGem generator framework2023 Science of Computer Programming article Computer Science Model-Driven Software Engineering Techniques
Constantin Buschhaus, Arkadii Gerasimov, Jörg Christian Kirchhof, Judith Michael, Lukas Netz, Bernhard Rumpe⋆, +1 more
18citations -
Towards a Conceptual Model for the FAIR Digital Object Framework2023 Frontiers in artificial intelligence and applications book-chapter Computer Science Research Data Management Practices Open access
Luiz Olavo Bonino da Silva Santos, Tiago Prince Sales, Claudenir Morais Fonseca, Giancarlo Guizzardi
13citations -
Multi-paradigm modelling for cyber–physical systems: a descriptive framework2021 Software & Systems Modeling article Computer Science Model-Driven Software Engineering Techniques Open access
Moussa Amrani, Dominique Blouin, Robert Heinrich, Arend Rensink, Hans Vangheluwe, Andreas Wortmann
30citations -
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 -
Improving Fluid Power System Simulation Through an AAS-Based Simulation Framework2023 ASME/BATH Symposium on Fluid Power and Motion Control (FPMC) conference-paper Computer Science Modeling and Simulation Systems
Malte Becker, Sebastian Heppner, Raphael Alt, Tobias Kleinert, Katharina Schmitz
2citations -
Ratatoskr: An Open-Source Framework for In-Depth Power, Performance, and Area Analysis and Optimization in 3D NoCs2021 ACM Transactions on Modeling and Computer Simulation article Computer Science Interconnection Networks and Systems
Jan Moritz Joseph, Lennart Bamberg, Imad Hajjar, Behnam Razi Perjikolaei, Alberto García-Ortiz, Thilo Pionteck
8citations -
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