Philipp Geyer
Technische Universität Berlin
H-index: 19
Europe-Germany
Top articles of Philipp Geyer
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Toward reliable signals decoding for electroencephalogram: A benchmark study to EEGNeX | Biomedical Signal Processing and Control | Xia Chen Xiangbin Teng Han Chen Yafeng Pan Philipp Geyer | 2024/1/1 |
Utilizing domain knowledge: robust machine learning for building energy performance prediction with small, inconsistent datasets | arXiv preprint arXiv:2302.10784 | Xia Chen Manav Mahan Singh Philipp Geyer | 2023/1/23 |
Using causal inference to avoid fallouts in data-driven parametric analysis: A case study in the architecture, engineering, and construction industry | Developments in the Built Environment | Xia Chen Ruiji Sun Ueli Saluz Stefano Schiavon Philipp Geyer | 2024/3/1 |
Machine Learning in Proton Exchange Membrane Water Electrolysis--Part I: A Knowledge-Integrated Framework | arXiv preprint arXiv:2404.03660 | Xia Chen Alexander Rex Janis Woelke Christoph Eckert Boris Bensmann | 2024/1/24 |
A holistic two-stage decision-making methodology for passive and active building design strategies under uncertainty | Building and Environment | Chujun Zong Xia Chen Fatma Deghim Johannes Staudt Philipp Geyer | 2024/1/13 |
Feasibility analysis of pod and deep autoencoder for reduced order modelling Indoor environment cfd prediction | Shaofan Wang Xia Chen Philipp Geyer | 2023/9/4 | |
Pathway toward prior knowledge-integrated machine learning in engineering | arXiv preprint arXiv:2307.06950 | Xia Chen Philipp Geyer | 2023/7/10 |
Nachhaltige Gebäudetechnologie in Forschung und Entwicklung | 2023 Bauphysik Kalender: Nachhaltigkeit | Marco Wolf Martin Buchholz Arno Schlüter Philipp Geyer | 2023/3/29 |
A Dynamic Feedforward Control Strategy for Energy-efficient Building System Operation | arXiv preprint arXiv:2302.10179 | Xia Chen Xiaoye Cai Alexander Kümpel Dirk Müller Philipp Geyer | 2023/1/23 |
Introducing causal inference in the energy-efficient building design process | Energy and Buildings | Xia Chen Jimmy Abualdenien Manav Mahan Singh André Borrmann Philipp Geyer | 2022/12/15 |
Early-stage design support combining machine learning and building information modelling | Automation In Construction | Manav Mahan Singh Chirag Deb Philipp Geyer | 2022/4/1 |
EEGNEX: AN IMPROVED SPATIO-TEMPORAL CONVNET FOR ELECTROENCEPHALOGRAPHY SIGNALS DECODING | Xia Chen Xiangbin Teng Han Chenc Yafeng Pan Philipp Geyer | 2022/10/17 | |
Early Stage Design Support using Machine Learning and Building Information Modelling | Manav Mahan Singh | 2022/3/29 | |
Robotic Wood Winding for Architectural Structures-Computational Design, Robotic Fabrication and Structural Modeling Methods | Georgia Margariti Andreas Göbert Julian Ochs Philipp Eversmann Felita Felita | 2022/9/18 | |
Machine assistance in energy-efficient building design: A predictive framework toward dynamic interaction with human decision-making under uncertainty | Applied Energy | Xia Chen Philipp Geyer | 2022/2/1 |
A hybrid-model approach for reducing the performance gap in building energy forecasting | arXiv preprint arXiv:2206.00460 | Xia Chen Tong Guo Martin Kriegel Philipp Geyer | 2022/5/30 |
A hybrid-model forecasting framework for reducing the building energy performance gap | Advanced Engineering Informatics | Xia Chen Tong Guo Martin Kriegel Philipp Geyer | 2022/4/1 |
Fusing data, engineering knowledge and artificial intelligence for the built environment | Advanced Engineering Informatics | Philipp Geyer Christian Koch Pieter Pauwels | 2021/4/1 |
CNN-based quick energy prediction model using image analysis for shape information | Manav Mahan Singh Philipp Geyer | 2021/9/1 | |
Component-based machine learning for predicting representative time-series of energy performance in building design | Proceedings of the 28th International Workshop on Intelligent Computing in Engineering, Berlin, Germany | Xia Chen Manav Mahan Singh Philipp Geyer | 2021 |
