Publications
Selected publications. For a full list, please see my Google Scholar profile.
2026
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Optimizing supply temperature control in district heating networks via differentiable dynamic simulation and gradient descent.
Construction, Energy, Environment and Sustainability. ICCEES 2025. Lecture Notes in Civil Engineering, vol 744 (2026).
2025
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Analysing the potential of open hotel review databases for IEQ assessment: A text mining approach.
Building Research & Information, 53(1-2), 261-279 (2025).
[DOI]
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Validation of two distinct simulation models of district heating networks: application to efficient looping analysis.
Journal of Physics: Conference Series; 3140 (2025).
[DOI]
2024
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Verification of an open-source Python library for the simulation of district heating networks with complex topologies.
Energy, 290, 130169 (2024).
2023
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A benchmark for the simulation of meshed district heating networks based on anonymised monitoring data.
Journal of Physics: Conference Series, 2600(2), 022008 (2023).
[DOI]
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Development and comparison of adaptive data-driven models for thermal comfort assessment and control.
Total Environment Research Themes, 8, 100083 (2023).
[DOI]
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Enhancing user acceptance in automated systems with human-centric lighting: the role of visual comfort, personality, and preference.
Journal of Physics: Conference Series, 2600(11), 112004 (2023).
[DOI]
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Verification of PyDHN - a Python library for the thermo-hydraulic simulation of district heating networks - through the DESTEST.
Proceedings of Building Simulation 2023: 18th Conference of IBPSA, 18 (2023).
2022
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Integrating daylight with general and task lighting: A longitudinal in-the-wild study in individual and open space working areas.
Solar Energy Advances, 2, 100027 (2022).
[DOI]
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Saving energy by maximising daylight and minimising the impact on occupants: An automatic lighting system approach.
Energy and Buildings, 268, 112176 (2022).
[DOI]
2021
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A machine-learning model for the prediction of aggregated building heating demand from pan-European land-use maps.
Journal of Physics: Conference Series, 2042(1), 012019 (2021).
[DOI]
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Evaluation of urban-scale building energy-use models and tools—application for the city of Fribourg, Switzerland.
Sustainability, 13(4), 1595 (2021).
[DOI]
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Implementation of machine learning techniques for the quasi real-time blind and electric lighting optimization in a controlled experimental facility.
Journal of Physics: Conference Series, 2042(1), 012112 (2021).
[DOI]
2020
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Building energy models with Morphological urban-scale parameters: A case study in Turin.
Building Simulation Applications BSA 2020, 131-139 (2020).
[URL]
2019
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Understanding the performance gap: A machine learning approach on residential buildings in Turin, Italy.
Journal of Physics: Conference Series, 1343(1), 012042 (2019).
[DOI]