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Davide Schaumann

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Davide Schaumann

Dr.

 https://orcid.org/0000-0001-9899-2818
    20132026

    Research activity per year

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    • A deep reinforcement learning framework for multi-dimensional adaptability in building operations

      Schaumann, D., Yan, Z., Haiman, E. & Kalay, Y. E., 15 Apr 2026, In: Journal of Building Engineering. 124, 115993.

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

      Open Access

    • Enhancing Occupant Satisfaction in Shared Workspaces Through Situational-Aware Digital Twins

      Pigliautile, I., Chiucchiù, A., Cohen, M. S., Grodsky, S., Gnecco, V. M., Christoforou, R., Schweiker, M., Nguyen, A. B. V. D., Moere, A. V., Schaumann, D. & Pisello, A. L., 2026, Proceedings of the 15th REHVA HVAC World Congress - CLIMA 2025 - Volume 3. Zilio, C., Busato, F., Mazzarella, L. & Noro, M. (eds.). p. 1142-1152 11 p. (Lecture Notes in Civil Engineering; vol. 788 LNCE).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    • From Automation to Interaction: A Representation Framework for Integrating Occupant Control in Intelligent Environments

      Memis, I., Kahlon, Y., Petzold, F., Schaumann, D. & Herr, C. M., 2026, Humanistic Computation and Intelligence - Proceedings of the 31st International Conference on Computer-Aided Architectural Design Research in Asia, CAADRIA 2026 - Volume 3. Makki, M., Chen, J., Nik Chien, S.-F., Liu, J., Wang, L. & Wang, S.-Y. (eds.). p. 113-122 10 p. (Proceedings of the International Conference on Computer-Aided Architectural Design Research in Asia; vol. 3).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    • Laboratory demonstration of digital twin construction

      Yeung, T., Grodsky, S., Li, J., Ying, H., Schaumann, D. & Sacks, R., 19 Jun 2026, In: Data-Centric Engineering. 7, e21.

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

      Open Access

    • Optimising Multifunctional Space Use in Mission-Critical Facilities A Multi-Objective Reinforcement Learning Approach

      Haiman, E. & Schaumann, D., 2026, Humanistic Computation and Intelligence - Proceedings of the 31st International Conference on Computer-Aided Architectural Design Research in Asia, CAADRIA 2026 - Volume 3. Makki, M., Chen, J., Nik Chien, S.-F., Liu, J., Wang, L. & Wang, S.-Y. (eds.). p. 429-438 10 p. (Proceedings of the International Conference on Computer-Aided Architectural Design Research in Asia; vol. 3).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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