Organisation placeholder image, no image found

Institute of Design and Building Construction

Organisational unit: Institute

Type of address: Visitor address.
Herrenhäuser Straße 8
30419
Hannover
View graph of relations
1 - 20 out of 36Page size: 20

Publications

  1. 2024
  2. Published

    Deep learning modeling in electricity load forecasting: Improved accuracy by combining DWT and LSTM

    Nabavi, S. A., Mohammadi, S., Motlagh, N. H., Tarkoma, S. & Geyer, P., Dec 2024, In: Energy Reports. 12, p. 2873-2900 28 p.

    Research output: Contribution to journal › Article › Research › peer review

  3. Published

    Machine learning in proton exchange membrane water electrolysis: A knowledge-integrated framework

    Chen, X., Rex, A., Woelke, J., Eckert, C., Bensmann, B., Hanke-Rauschenbach, R. & Geyer, P., 1 Oct 2024, In: Applied energy. 371, 15 p., 123550.

    Research output: Contribution to journal › Article › Research › peer review

  4. Published

    Explainable AI for engineering design: A unified approach of systems engineering and component-based deep learning demonstrated by energy-efficient building design

    Geyer, P., Singh, M. M. & Chen, X., Oct 2024, In: Advanced Engineering Informatics. 62, C, 17 p., 102843.

    Research output: Contribution to journal › Article › Research › peer review

  5. Published

    Utilizing domain knowledge: Robust machine learning for building energy performance prediction with small, inconsistent datasets

    Chen, X., Singh, M. M. & Geyer, P., 21 Jun 2024, In: Knowledge-based systems. 294, 10 p., 111774.

    Research output: Contribution to journal › Article › Research › peer review

  6. Published

    A holistic two-stage decision-making methodology for passive and active building design strategies under uncertainty

    Zong, C., Chen, X., Deghim, F., Staudt, J., Geyer, P. & Lang, W., 1 Mar 2024, In: Building and environment. 251, 111211.

    Research output: Contribution to journal › Article › Research › peer review

  7. Published

    Using causal inference to avoid fallouts in data-driven parametric analysis: A case study in the architecture, engineering, and construction industry

    Chen, X., Sun, R., Saluz, U., Schiavon, S. & Geyer, P., Mar 2024, In: Developments in the Built Environment. 17, 12 p., 100296.

    Research output: Contribution to journal › Article › Research › peer review

  8. Published

    Toward reliable signals decoding for electroencephalogram: A benchmark study to EEGNeX

    Chen, X., Teng, X., Chen, H., Pan, Y. & Geyer, P., Jan 2024, In: Biomedical Signal Processing and Control. 87, 105475.

    Research output: Contribution to journal › Article › Research › peer review

  9. Published

    Flow Field Prediction with Various Air Inlet Positions Based on Convolutional Neural Network

    Wang, S. & Geyer, P., 2024, Proceedings of the 31st International Workshop on Intelligent Computing in Engineering. p. 146-155 10 p.

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  10. 2023
  11. Published

    Feasibility Analysis of POD and Deep-Autoencoder for Reduced Order Modelling: Indoor Environment CFD Prediction

    Wang, S., Chen, X. & Geyer, P., 2023, In: Building Simulation Conference Proceedings. 18, p. 647-654 8 p.

    Research output: Contribution to journal › Conference article › Research › peer review

  12. Published

    HVAC System Performance Modeling Using Component-Based Machine Learning

    Nabavi, S. A., Saluz, U., Wolf, M. & Geyer, P., 2023, In: Building Simulation Conference Proceedings. 18, p. 2680-2687 8 p.

    Research output: Contribution to journal › Conference article › Research › peer review

  13. Published

    Pathway toward prior knowledge-integrated machine learning in engineering

    Chen, X. & Geyer, P., 2023, In: Building Simulation Conference Proceedings. 18, p. 2331-2338 8 p.

    Research output: Contribution to journal › Conference article › Research › peer review

  14. 2022
  15. Published

    Introducing causal inference in the energy-efficient building design process

    Chen, X., Abualdenien, J., Mahan Singh, M., Borrmann, A. & Geyer, P., 15 Dec 2022, In: Energy and Buildings. 277, 14 p., 112583.

    Research output: Contribution to journal › Article › Research › peer review

  16. Published

    A hybrid-model forecasting framework for reducing the building energy performance gap

    Chen, X., Guo, T., Kriegel, M. & Geyer, P., Apr 2022, In: Advanced engineering informatics. 52, 101627.

    Research output: Contribution to journal › Article › Research › peer review

  17. Published

    Early-stage design support combining machine learning and building information modelling

    Singh, M. M., Deb, C. & Geyer, P., Apr 2022, In: Automation in construction. 136, 104147.

    Research output: Contribution to journal › Article › Research › peer review

  18. Published

    Untersuchungen zum netzgeführten Taktbetrieb einer Betonkerntemperierung

    Schäuble, J. E., 2022, Hannover.

    Research output: Thesis › Doctoral thesis

  19. 2021
  20. Published

    Postcolonial Cosmopolitanisms: Two Port Cities and the Linkages Between the Caribbean and the Baltic Sea

    Diesch, A. E. & Hansen, J., May 2021, Cosmopolitan Habitats: A Research Agenda for Urban Resilience. Schröder, J., Carta, M., Contato, A. & Scaffidi, F. (eds.). p. 192-197

    Research output: Chapter in book/report/conference proceeding › Contribution to book/anthology › Research › peer review

  21. Published

    A hybrid-model time-series forecasting approach for reducing the building energy performance gap

    Chen, X., Guo, T. & Geyer, P. F., 2021, EG-ICE 2021 Workshop on Intelligent Computing in Engineering, Proceedings. Abualdenien, J., Borrmann, A., Ungureanu, L.-C. & Hartmann, T. (eds.). Berlin, p. 44-53 10 p. (EG-ICE 2021 Workshop on Intelligent Computing in Engineering, Proceedings).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  22. 2020
  23. Published

    Batteriespeicher in Nichtwohngebäuden: Untersuchungen zum Einsatz zur Lastspitzenkappung und Steigerung der Netzdienlichkeit

    Paul, E., 2020, Hannover. 113 p.

    Research output: Thesis › Doctoral thesis

  24. 2019
  25. Published

    New MOVE: Architektur in Bewegung – Neue dynamische Komponenten und Bauteile

    Schumacher, M., Vogt, M. & Cordon Krumme, L. A., Dec 2019, Basel. 221 p.

    Research output: Book/Report › Monograph › Research

  26. Published

    schneider + schumacher: 30

    Schumacher, M. (Editor) & Schneider, T. (Editor), Sept 2019, Esslingen. 359 p.

    Research output: Book/Report › Monograph › Research › peer review

Previous 1 2 Next