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Advanced Engineering Informatics

1 - 12 out of 12Page size: 20

Publications

  1. 2024

  2. 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 journalArticleResearchpeer review

  3. 2022

  4. 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 journalArticleResearchpeer review

  5. External

    An AI-based open recommender system for personalized labor market driven education

    Tavakoli, M., Faraji, A., Vrolijk, J., Molavi, M., Mol, S. T. & Kismihók, G., Apr 2022, In: Advanced engineering informatics. 52, 101508.

    Research output: Contribution to journalArticleResearchpeer review

  6. 2021

  7. External

    Fusing data, engineering knowledge and artificial intelligence for the built environment

    Geyer, P. F., Koch, C. & Pauwels, P., Apr 2021, In: Advanced engineering informatics. 48, 101242.

    Research output: Contribution to journalEditorial in journalResearchpeer review

  8. 2020

  9. External

    Quick energy prediction and comparison of options at the early design stage

    Singh, M. M., Singaravel, S., Klein, R. & Geyer, P. F., Oct 2020, In: Advanced engineering informatics. 46, 101185.

    Research output: Contribution to journalArticleResearchpeer review

  10. External

    Information requirements for multi-level-of-development BIM using sensitivity analysis for energy performance

    Singh, M. M. & Geyer, P. F., Jan 2020, In: Advanced engineering informatics. 43, 101026.

    Research output: Contribution to journalArticleResearchpeer review

  11. 2019

  12. External

    Deep convolutional learning for general early design stage prediction models

    Singaravel, S., Suykens, J. & Geyer, P. F., Oct 2019, In: Advanced engineering informatics. 42, 100982.

    Research output: Contribution to journalArticleResearchpeer review

  13. 2018

  14. External

    Deep-learning neural-network architectures and methods: Using component-based models in building-design energy prediction

    Singaravel, S., Suykens, J. & Geyer, P. F., Oct 2018, In: Advanced engineering informatics. 38, p. 81-90 10 p.

    Research output: Contribution to journalArticleResearchpeer review

  15. 2017

  16. External

    Application of clustering for the development of retrofit strategies for large building stocks

    Geyer, P. F., Schlueter, A. & Cisar, S., Jan 2017, In: Advanced engineering informatics. 31, p. 32-47 16 p.

    Research output: Contribution to journalArticleResearchpeer review

  17. 2013

  18. External

    Advanced computing for the built environment

    Borrmann, A., Geyer, P. F. & Koch, C., Oct 2013, In: Advanced engineering informatics. 27, 4, p. 411-412 2 p.

    Research output: Contribution to journalEditorial in journalResearchpeer review

  19. 2012

  20. External

    Systems modelling for sustainable building design

    Geyer, P. F., Oct 2012, In: Advanced engineering informatics. 26, 4, p. 656-668 13 p.

    Research output: Contribution to journalArticleResearchpeer review

  21. 2009

  22. External

    Component-oriented decomposition for multidisciplinary design optimization in building design

    Geyer, P. F., Jan 2009, In: Advanced engineering informatics. 23, 1, p. 12-31 20 p.

    Research output: Contribution to journalArticleResearchpeer review