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Markus Wirnsberger

Observed name: Wirnsberger, Markus
ORCID: 0000-0002-9627-0288
Observed ORCID: 0000-0002-9627-0288
OpenAlex ID: A5041260751
Comparison of different training data sets from simulation and experimental measurement with artificial users for occupancy detection — Using machine learning methods Random Forest and LASSO
2022 · Michael Parzinger, Lucia Hanfstaengl, et al. · Building and Environment · 34
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Residual Analysis of Predictive Modelling Data for Automated Fault Detection in Building’s Heating, Ventilation and Air Conditioning Systems
2020 · Michael Parzinger, Lucia Hanfstaengl, et al. · Sustainability · 23
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A highly configurable framework for large-scale thermal building data generation to drive machine learning research
2026 · Thomas Krug, Fabian Raisch, et al. · SIMULATION · 6
Identifying occupant presence in a room based on machine learning techniques by measuring indoor air conditions
2020 · Lucia Hanfstaengl, Michael Parzinger, et al. · E3S Web of Conferences · 6
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Identifying faults in the building system based on model prediction and residuum analysis
2020 · Michael Parzinger, Ulrich Wellisch, et al. · E3S Web of Conferences · 4
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BUILDA: A Thermal Building Data Generation Framework for Transfer Learning
2025 · Krug, Thomas, Raisch, Fabian, et al. · arXiv (Cornell University) · 2
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A highly configurable framework for large-scale thermal building data generation to drive machine learning research
2026 · Krug, Thomas, Raisch, Fabian, et al. · Repository KITopen (Karlsruhe Institute of Technology)
Bewertung typischer Fehler in Wohnraumlüftungssystemen unter Berücksichtigung energetischer, feuchtebezogener und gesundheitlicher Kenngrößen
2026 · Wirnsberger, Markus, Obermaier, Sebastian, et al. · Publication Server of Kaiserslautern University of Technology (Kaiserslautern University of Technology)
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Simulation kostengünstiger Lüftungslösungen
2022 · Aimer, Dominik, Heiler, Sarah, et al. · Fraunhofer-Publica (Fraunhofer-Gesellschaft)
Ventilation Efficiency Of Push-Pull Ventilation Systems In Residential Buildings – CFD Simulation And Validation Of The Model With Measurements In A Research Apartment
2020 · Markus Wirnsberger, Marcel Küfner, et al. · Building Simulation Conference proceedings
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Works count: 11
Citation count: 75
H-index: 4
I10-index: 2
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