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Combining Data-driven and Physics-based Process Models for Hybrid Model Predictive Control of Building Energy Systems2022 2006 14th Mediterranean Conference on Control and Automation conference-paper Engineering Building Energy and Comfort Optimization
Phillip Stoffel, Charlotte Löffler, Steffen Eser, Alexander Kümpel, Dirk Müller
5citations -
Towards an automated generator of urban building energy loads from 3D building models2021 Linköping electronic conference proceedings conference-paper Engineering Building Energy and Comfort Optimization Open access
Alessandro Maccarini, Michael Mans, Christian Grau Sørensen, Alireza Afshari
0citations -
Exploring the integration of urban climate models and urban building energy models through shared databases: a review2025 Theoretical and Applied Climatology article Environmental Science Urban Heat Island Mitigation Open access
Qianhua Yu, Gunnar Ketzler, Gerald M. Mills, Michael Leuchner
22citations -
Making Models That Matter: How to Build Trustworthy and Useful Systems Biology Models2026 arXiv (Cornell University) preprint Decision Sciences Scientific Computing and Data Management Open access
John M. Hancock, Mihail Anton, Frank Bergmann, Irina Balaur, Carissa Bleker, Thomas C. Collin, +20 more
0citations -
Documenting occupant models for building performance simulation: a state-of-the-art2022 Journal of Building Performance Simulation article Engineering Building Energy and Comfort Optimization
Marika Vellei, Elie Azar, Karol Bandurski, Christiane Berger, Salvatore Carlucci, Bing Dong, +3 more
16citations -
Evaluation of linear and nonlinear system models in hierarchical model predictive control of HVAC systems2021 Journal of Physics Conference Series conference-paper Engineering Building Energy and Comfort Optimization Open access
Steffen Eser, Phillip Stoffel, Alexander Kümpel, Dirk Müller
0citations -
Examination of Reduced Order Building Models with Different Zoning Strategies to Simulate Larger Non-Residential Buildings Based on BIM as Single Source of Truth2021 Linköping electronic conference proceedings conference-paper Engineering Building Energy and Comfort Optimization Open access
David Jansen, Veronika Richter, Diego Cordoba Lopez, Philipp Mehrfeld, Jérôme Frisch, Dirk Müller, +1 more
3citations -
Artifact and reference models for generative machine learning frameworks and build systems2021 ACM SIGPLAN International Conference on Generative Programming: Concepts and Experiences (GPCE) conference-paper Computer Science Model-Driven Software Engineering Techniques cited by 3 patents
Abdallah Atouani, Jörg Christian Kirchhof, Evgeny Kusmenko, Bernhard Rumpe⋆
15citations -
ALICE2Modelica - Automated Building Model Generation for Building Control and Simulation2024 Open Source Modelling and Simulation of Energy Systems (OSMSES) conference-paper Engineering Building Energy and Comfort Optimization
Maximilian Mork, Eziama Ubachukwu, J. Benz, Philipp Althaus, André Xhonneux, Dirk Müller
2citations