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M
Martin Kriegel
technische universität berlin
21
H指数
134
论文数
1.1K
被引数
0
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40
发表时间
发表时间
IF
被引数
Transfer learning and explainable AI for heating load forecasting: A large-scale benchmark with SHAP-based static features
迁移学习和可解释AI在供暖负荷预测中的应用:基于SHAP静态特征的大规模基准研究
Energy and AI
IF
9.6
2026-03-12
0
OA
AI
Alexander Neubauer; Mengbo Yu; Pedram Babakhani; Stefan Brandt; Martin Kriegel
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Life cycle assessment comparison of direct electric surface heating systems and conventional pumped hot water heating systems
Building and Environment
IF
7.6
2026-01-27
0
OA
AI
Henry Wilhelm Adorf; Niels Preuß; Lukas Schmitt; Martin Kriegel
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Integrated assessment of ventilation strategies for exposure and comfort in a multi-bed negative-pressure isolation room
多床负压隔离室暴露和舒适度通风策略的综合评估
Results in Engineering
IF
7.9
2026-01-21
0
OA
AI
Bahadir Erman Yuce; Yunus Emre Cetin; Martin Kriegel; Peter Vilhelm Nielsen
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An Explainable Transformer-Based Mixture of Experts for Heat Load Forecasting
一种可解释的基于变压器的专家组合,用于热负荷预测
IEEE Access
IF
3.6
2026-01-20
0
OA
AI
Pedram Babakhani; Alexander Neubauer; Mengbo Yu; Stefan Brandt; Martin Kriegel
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Influence of a local ventilation system on patient and personnel protection in operating rooms
局部通风系统对手术室患者和人员保护的影响
Journal of Hazardous Materials
IF
11.3
2025-12-03
0
OA
AI
Lukas Schumann; Kimberly Samanta Hoerold; Robert Oliver Tomaschewski; Yunus Emre Cetin; Martin Kriegel
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Radiative heat transfer in indoor spaces with participating gases and diffusely reflecting surfaces
室内空间中参与性气体和漫反射表面的辐射传热
International Journal of Heat and Mass Transfer
IF
5.8
2025-11-04
0
OA
AI
Lukas Schmitt; Martin Kriegel
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Imputing the long-term missing heating load data using a generative network
使用生成网络填补长期缺失的供暖负荷数据
Energy and AI
IF
9.6
2025-10-28
0
OA
AI
Mengbo Yu; Alexander Neubauer; Pedram Babakhani; Stefan Brandt; Martin Kriegel
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Experimental evaluation of airborne spread of contaminations in operating room air under laminar air flow and mixing ventilation
在层流和混合通风条件下对手术室空气中污染物气载传播的实验评估
Journal of Building Engineering
IF
7.4
2025-09-27
0
PRE
AI
Lukas Schumann; Yunus Emre Cetin; Martin Kriegel
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Economic and ecological investigation of heat grid scenarios in a German suburban area
德国郊区热网情景的经济与生态研究
Energy
IF
9.4
2025-09-17
0
OA
AI
Gerrid Brockmann; Shixin Ni; Janis Bergmann; Tidian Baerens; Ingrid Kreiser-Saunders; Amin Darbandi; Karim Shawky; Martin Möhring; Martin Kriegel
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TCN-BiLSTM-CE: An interdisciplinary approach for missing energy data imputation by contextual inference
TCN-BiLSTM-CE:一种基于情境推理的跨学科方法用于缺失能量数据插补
Applied Energy
IF
11
2025-08-20
0
OA
AI
Mengbo Yu; Alexander Neubauer; Stefan Brandt; Martin Kriegel
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Building energy efficiency assessment considering IEQ and sustainability certification data for German office buildings
德国办公建筑考虑室内环境质量(IEQ)和可持续性认证数据的建筑能效评估
building research and information
IF
0
2025-07-08
0
PRE
AI
Raik Fahrich; Lukas Schumann; Lisa Kremser; Lukas Schmitt; Martin Kriegel
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Optimization of classroom window design using CFD and the Taguchi method
基于计算流体力学和Taguchi方法的教室窗户设计优化
JOURNAL OF BUILDING ENGINEERING
IF
7.4
2025-07-01
0
OA
AI
Cetin, Yunus Emre; Yuce, Bahadir Erman; Kriegel, Martin; Nielsen, Peter Vilhelm
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Explainable multi-step heating load forecasting: Using SHAP values and temporal attention mechanisms for enhanced interpretability
可解释的多步供热负荷预测: 使用SHAP值和时间注意机制来增强可解释性
ENERGY AND AI
IF
9.6
2025-05-01
2
OA
AI
Neubauer, Alexander; Brandt, Stefan; Kriegel, Martin
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Energy scheduling strategy for energy hubs using reinforcement learning approach
基于强化学习方法的能源枢纽能源调度策略
JOURNAL OF BUILDING ENGINEERING
IF
7.4
2024-12-01
0
OA
AI
Darbandi, Amin; Brockmann, Gerrid; Ni, Shixin; Kriegel, Martin
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A concept for non-uniform thermal irradiation emulation in an immersive virtual environment
ENERGY AND BUILDINGS
IF
7.1
2024-11-01
0
OA
AI
Tawackolian, Karsten; Schmitt, Lukas; Kriegel, Martin
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Poultry evisceration and cross-contamination - Effectiveness of local air extraction and mechanical barriers
JOURNAL OF FOOD ENGINEERING
IF
5.8
2024-11-01
0
OA
AI
Lichtner, Eugen; Cetin, Yunus Emre; Kriegel, Martin
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Novel multi-level optimization of district heating systems: Managing spatial scale and equipment portfolio design
ENERGY AND BUILDINGS
IF
7.1
2024-08-01
3
OA
AI
Guo, Tong; Chen, Yusheng; Kriegel, Martin
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Methodology to compare and optimize district heating and decentralized heat supply for energy transformation on a municipality level
比较和优化区域供热和分散供热以实现城市能源转型的方法
ENERGY
IF
9.4
2023-11-01
5
PRE
AI
Friebe, Maximilian; Karasu, Arda; Kriegel, Martin
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Experimental analysis of airborne contaminant distribution in an operating room with different ventilation schemes
不同通风方案下手术室空气污染物分布的实验分析
BUILDING AND ENVIRONMENT
IF
7.6
2023-10-01
7
PRE
AI
Schumann, Lukas; Lange, Julia; Cetin, Yunus Emre; Kriegel, Martin
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Assessing the heat distribution costs of linear and radial district heating networks: A methodological approach
评估线性和径向区域供热网络的热分配成本: 一种方法论方法
ENERGY
IF
9.4
2023-08-01
0
PRE
AI
Bachmann, Max; Kriegel, Martin
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