2024
- Occupancy modeling on non-intrusive indoor environmental data through machine learning. Building and Environment 254, 2024, 111382 mehr…
- Deep learning for predictive window operation modeling in open-plan offices. Energy and Buildings 310, 2024, 114109 mehr…
- Coddora: CO2-Based Occupancy Detection Model Trained via Domain Randomization. 2024 International Joint Conference on Neural Networks (IJCNN), IEEE, 2024, 1-8 mehr…
2023
- Digitale Planungsmethoden – Handreichung für Kommunen und Planende. , Hrsg.: Bayerisches Staatsministerium für Umwelt und Verbraucherschutz (StMUV), Zentrum für Stadtnatur und Klimaanpassung (München) , 2023, mehr…
- Window state or action modeling? An explainable AI approach in offices. Energy and Buildings 298, 2023, 113546 mehr…
- Overcoming Data Scarcity through Transfer Learning in CO2-Based Building Occupancy Detection. Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, ACM, 2023 mehr…
2022
- Nachverdichtung im Kontext des Klimawandels - Schlussbericht. , Hrsg.: Bayerisches Staatsministerium für Umwelt und Verbraucherschutz (StMUV), Zentrum für Stadtnatur und Klimaanpassung (München) , 2022, mehr…
- Nachverdichtung im Kontext des Klimawandels - Projektposter. , Hrsg.: Bayerisches Staatsministerium für Umwelt und Verbraucherschutz (StMUV), 2022, mehr…
- Nachverdichtung im Kontext des Klimawandels - Projektsteckbrief. , Hrsg.: Bayerisches Staatsministerium für Umwelt und Verbraucherschutz (StMUV), 2022, mehr…
- Investigating Urban Heat Island and Vegetation Effects under the Influence of Climate Change in Early Design Stages. Proceedings of the 27th International Conference of the Association for Computer- Aided Architectural Design Research in Asia (CAADRIA), 2022POST-CARBON, 679-688 mehr…
- A data-driven approach for predicting occupant thermal comfort in offices. Proceedings of 33. Forum Bauinformatik, 2022 mehr…
- Analyzing the simplification of context shading for use in building energy simulation. Turning points in the energy transition: Setting the course for the next decades, 202212th Energy Colloquium of the Munich Institute of Integrated Materials, Energy and Process Engineering (MEP), 45 mehr…
- A novel risk-based design framework for urban heat island: A case study of Kempten, Germany. Building and Environment, 2022, 109671 mehr…
- Sensitivity and Uncertainty Analysis of Combined Building Energy Simulation and Life Cycle Assessment. Proceedings of the 27th International Conference of the Association for Computer- Aided Architectural Design Research in Asia (CAADRIA), 2022POST-CARBON, 629-638 mehr…
- A life cycle perspective on vertical densification - Embodied impact assessment of vertical building extensions. PLEA Santiago 2022 | Will Cities Survive?, 2022, 702-707 mehr…
- Implementation of occupant behaviour models for window control using co-simulation approach. BauSIM 2022, 2022 mehr…
2021
- Grüne und Graue Maßnahmen für die Siedlungsentwicklung Klimaschutz und Klimaanpassung in wachsenden Städten – Klimaschutz und Klimaanpassung in wachsenden Städten. Technische Universität München, 2021, mehr…
- Gh-urban: A Grasshopper tool for employing CityGML data in dynamical building simulations and the utilization of Energy Application Domain Extension. Building Simulation 2021, 2021 mehr…
- Model order reduction of building energy simulation models using a convolutional neural network autoencoder. Building and Environment, 2021, 108498 mehr…
- Klimaoptimierte Neubauquartiere - Ein Münchner Beispiel für innovative Planung mit "Grüner Infrastruktur". Transforming Cities (4/2021), 2021, 24-29 mehr…
- Comparative Life Cycle Assessment on City Quarter Level – A Case Study of Redensification. Journal of Physics: Conference Series 2042 (1), 2021, 012171 mehr…
- The Spectrum of Residential Cooling Demand: Modeled Demand Versus occupants’ Real-life Needs. BEHAVE 2020-2021, 2021 mehr…
- Key Drivers for Residential Cooling Demand - The User Perspective (Presentation at the Energy & Society Conference 2021). Energy & Society Conference 2021, 2021 mehr…
2020
- Energy supply optimization of the Munich University of Applied Sciences through parametric studies in thermal building simulation. 10 years of MSE: Energy Research in Bavaria, 2020 mehr…
- Comparison of Different Energy Demand Calculation Models on Urban Scale. BauSIM 2020, 2020 mehr…
- Measuring Box for Indoor Climate and Thermal Comfort. 10 years of MSE: Energy Research in Bavaria, 2020 mehr…
- Prediction of window handle state using machine learning. BauSIM 2020, 2020 mehr…
- Prediction of window handle state using machine learning. Bauphysik 42 (6), 2020, 352-359 mehr…
- Climate responsive renovation and densification: An approach to reduce the total energy demand of buildings. 10 years of MSE: Energy Research in Bavaria, 2020 mehr…
2019
- Grüne Stadt der Zukunft - Klimaresiliente Quartiere in einer wachsenden Stadt. Stadtgrün ist Mehrwert, 2019 mehr…