2026
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Cetin, Yunus Emre; Wang, Zihao; Brockmann, Gerrid; Kriegel, Martin Ventilation Effectiveness in a Test Room: Experiments and CFD Validation (Proceedings Article) In: pp. 01055, EDP Sciences, 2026, ISSN: 2267-1242. @inproceedings{Cetin2026,
title = {Ventilation Effectiveness in a Test Room: Experiments and CFD Validation},
author = {Yunus Emre Cetin and Zihao Wang and Gerrid Brockmann and Martin Kriegel},
doi = {10.1051/e3sconf/202671601055},
issn = {2267-1242},
year = {2026},
date = {2026-01-01},
journal = {E3S Web of Conferences},
volume = {716},
pages = {01055},
publisher = {EDP Sciences},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Neubauer, Alexander Explainable and transferable heating load forecasting (PhD Thesis) 2026. @phdthesis{Neubauer2026a,
title = {Explainable and transferable heating load forecasting},
author = {Alexander Neubauer},
doi = {10.14279/DEPOSITONCE-25670},
year = {2026},
date = {2026-01-01},
publisher = {Technische Universit\"{a}t Berlin},
keywords = {},
pubstate = {published},
tppubtype = {phdthesis}
}
|
Babakhani, Pedram; Neubauer, Alexander; Yu, Mengbo; Brandt, Stefan; Kriegel, Martin An Explainable Transformer-Based Mixture of Experts for Heat Load Forecasting (Journal Article) In: IEEE Access, vol. 14, pp. 12297–12315, 2026, ISSN: 2169-3536. @article{Babakhani2026,
title = {An Explainable Transformer-Based Mixture of Experts for Heat Load Forecasting},
author = {Pedram Babakhani and Alexander Neubauer and Mengbo Yu and Stefan Brandt and Martin Kriegel},
doi = {10.1109/access.2026.3656258},
issn = {2169-3536},
year = {2026},
date = {2026-01-01},
journal = {IEEE Access},
volume = {14},
pages = {12297\textendash12315},
publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Schumann, Lukas; Hoerold, Kimberly Samanta; Tomaschewski, Robert Oliver; Cetin, Yunus Emre; Kriegel, Martin Influence of a local ventilation system on patient and personnel protection in operating rooms (Journal Article) In: Journal of Hazardous Materials, vol. 501, pp. 140712, 2026, ISSN: 0304-3894. @article{Schumann2026,
title = {Influence of a local ventilation system on patient and personnel protection in operating rooms},
author = {Lukas Schumann and Kimberly Samanta Hoerold and Robert Oliver Tomaschewski and Yunus Emre Cetin and Martin Kriegel},
doi = {10.1016/j.jhazmat.2025.140712},
issn = {0304-3894},
year = {2026},
date = {2026-01-01},
journal = {Journal of Hazardous Materials},
volume = {501},
pages = {140712},
publisher = {Elsevier BV},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Brockmann, Gerrid Exhaust positioning and stagnation risk in mixing ventilation (PhD Thesis) 2026. @phdthesis{Brockmann2026,
title = {Exhaust positioning and stagnation risk in mixing ventilation},
author = {Gerrid Brockmann},
doi = {10.14279/DEPOSITONCE-25090},
year = {2026},
date = {2026-01-01},
publisher = {Technische Universit\"{a}t Berlin},
keywords = {},
pubstate = {published},
tppubtype = {phdthesis}
}
|
2025
|
Darbandi, Amin; Brockmann, Gerrid; Kriegel, Martin Improving heat demand forecasting with feature reduction in an Encoder–Decoder LSTM model (Journal Article) In: Energy Reports, vol. 14, pp. 5048–5060, 2025, ISSN: 2352-4847. @article{Darbandi2025,
title = {Improving heat demand forecasting with feature reduction in an Encoder\textendashDecoder LSTM model},
author = {Amin Darbandi and Gerrid Brockmann and Martin Kriegel},
doi = {10.1016/j.egyr.2025.11.025},
issn = {2352-4847},
year = {2025},
date = {2025-12-01},
journal = {Energy Reports},
volume = {14},
pages = {5048\textendash5060},
publisher = {Elsevier BV},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Yu, Mengbo; Neubauer, Alexander; Babakhani, Pedram; Brandt, Stefan; Kriegel, Martin Imputing the long-term missing heating load data using a generative network (Journal Article) In: Energy and AI, vol. 22, pp. 100637, 2025, ISSN: 2666-5468. @article{Yu2025a,
title = {Imputing the long-term missing heating load data using a generative network},
author = {Mengbo Yu and Alexander Neubauer and Pedram Babakhani and Stefan Brandt and Martin Kriegel},
doi = {10.1016/j.egyai.2025.100637},
issn = {2666-5468},
year = {2025},
date = {2025-12-01},
journal = {Energy and AI},
volume = {22},
pages = {100637},
publisher = {Elsevier BV},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Yu, Mengbo; Neubauer, Alexander; Brandt, Stefan; Kriegel, Martin TCN-BiLSTM-CE: An interdisciplinary approach for missing energy data imputation by contextual inference (Journal Article) In: Applied Energy, vol. 401, pp. 126618, 2025, ISSN: 0306-2619. @article{Yu2025,
title = {TCN-BiLSTM-CE: An interdisciplinary approach for missing energy data imputation by contextual inference},
author = {Mengbo Yu and Alexander Neubauer and Stefan Brandt and Martin Kriegel},
doi = {10.1016/j.apenergy.2025.126618},
issn = {0306-2619},
year = {2025},
date = {2025-12-01},
journal = {Applied Energy},
volume = {401},
pages = {126618},
publisher = {Elsevier BV},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Neubauer, Alexander; Yu, Mengbo; Bagherzadeh, Fariborz; Krüger, Max; Babakhani, Pedram; Brandt, Stefan; Kriegel, Martin Influence of occupancy data on heating and electricity load forecasting using machine learning (Journal Article) In: Journal of Physics: Conference Series, vol. 3140, no. 5, pp. 052023, 2025, ISSN: 1742-6596. @article{Neubauer2025a,
title = {Influence of occupancy data on heating and electricity load forecasting using machine learning},
author = {Alexander Neubauer and Mengbo Yu and Fariborz Bagherzadeh and Max Kr\"{u}ger and Pedram Babakhani and Stefan Brandt and Martin Kriegel},
doi = {10.1088/1742-6596/3140/5/052023},
issn = {1742-6596},
year = {2025},
date = {2025-11-01},
journal = {Journal of Physics: Conference Series},
volume = {3140},
number = {5},
pages = {052023},
publisher = {IOP Publishing},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Schumann, Lukas; Cetin, Yunus Emre; Kriegel, Martin Experimental evaluation of airborne spread of contaminations in operating room air under laminar air flow and mixing ventilation (Journal Article) In: Journal of Building Engineering, vol. 113, pp. 114197, 2025, ISSN: 2352-7102. @article{Schumann2025a,
title = {Experimental evaluation of airborne spread of contaminations in operating room air under laminar air flow and mixing ventilation},
author = {Lukas Schumann and Yunus Emre Cetin and Martin Kriegel},
doi = {10.1016/j.jobe.2025.114197},
issn = {2352-7102},
year = {2025},
date = {2025-11-01},
journal = {Journal of Building Engineering},
volume = {113},
pages = {114197},
publisher = {Elsevier BV},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
