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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 -
Hybrid learning-based digital twin for manufacturing process: Modeling framework and implementation2023 Robotics and Computer-Integrated Manufacturing article Engineering Digital Transformation in Industry Open access
Ziqi Huang, Marcel Fey, Chao Liu, Ege Beysel, Xun William Xu, Christian Brecher
115citations -
Development of an in vitro system and model-based translational framework to assess haemolysis risk following intravenous abuse of medications containing polyethylene oxide2020 Toxicology in Vitro article Immunology and Microbiology Complement system in diseases Open access
Peter Persich, Gerwin Erik Engels, Willem van Oeveren, Eric Galia, Stephan Benay, Susanne Thun
5citations -
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 -
Automated generation of mechanistic models for chemical process digital twins using reinforcement learning part I: Conceptual framework and equation generation2025 Computers & Chemical Engineering article Engineering Fault Detection and Control Systems Open access
Mathis Heyer, Jiyizhe Zhang, Naoto Sugisawa, Jan-Frederic Laub, Alexei A. Lapkin
0citations -
INSIGHT: An integrated framework for safe and sustainable chemical and material assessment2025 Computational and Structural Biotechnology Journal article Environmental Science Chemistry and Chemical Engineering Open access
Angela Serra, Dimitrios Zouraris, Alexandra Schaffert, Marcella Torres Maia, Periklis Tsiros, Ishita Virmani, +44 more
24citations -
Diffusion–reaction compartmental models formulated in a continuum mechanics framework: application to COVID-19, mathematical analysis, and numerical study2020 Computational Mechanics article Medicine Mathematical and Theoretical Epidemiology and Ecology Models Open access
Alex Viguerie, Alessandro Veneziani, Guillermo Lorenzo, Davide Baroli, Nicole Aretz, Alessia Patton, +4 more
92citations -
Automated generation of mechanistic models for chemical process digital twins using reinforcement learning part I: Conceptual framework and equation generation2025 Computers & Chemical Engineering article Engineering Control Systems and Identification Open access
Mathis Heyer, Jiyizhe Zhang, Naoto Sugisawa, Jan-Frederic Laub, Alexei A. Lapkin
8citations