| Fifty shades of grey: Automated stochastic model identification of building heat dynamics J Leprince, H Madsen, C Miller, JP Real, R van der Vlist, K Basu, W Zeiler Energy and Buildings 266, 112095, 2022 | 26 | 2022 |
| Data mining cubes for buildings, a generic framework for multidimensional analytics of building performance data J Leprince, C Miller, W Zeiler Energy and Buildings 248, 111195, 2021 | 18 | 2021 |
| Fifty shades of black: Uncovering physical models from symbolic regressions for scalable building heat dynamics identification J Leprince, C Miller, M Frei, H Madsen, W Zeiler Proceedings of the 8th ACM International Conference on Systems for Energy …, 2021 | 6 | 2021 |
| A Robust Building Energy Pattern Mining Method and its Application to Demand Forecasting J Leprince, W Zeiler 2020 International Conference on Smart Energy Systems and Technologies (SEST …, 2020 | 6 | 2020 |
| Grey-brick buildings, an open data set of calibrated RC models of Dutch residential building heat dynamics J Leprince, C Miller, H Madsen, K Basu, R Van Der Vlist, W Zeiler Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems …, 2022 | 4 | 2022 |
| Data science for buildings, a multi-scale approach bridging occupants to smart-city energy planning J Leprince | 1 | 2023 |
| Can occupant behaviors affect urban energy planning? Distributed stochastic optimization for energy communities J Leprince, A Schledorn, D Guericke, DF Dominkovic, H Madsen, W Zeiler https://doi.org/10.1016/j.apenergy.2023.121589, 2023 | 1 | 2023 |
| Hierarchical learning, forecasting coherent spatio-temporal individual and aggregated building loads J Leprince, H Madsen, JK Møller, W Zeiler Applied Energy 348, 121510, 2023 | | 2023 |
| Structural hierarchical learning for energy networks J Leprince, W Khan, H Madsen, JK Møller, W Zeiler arXiv preprint arXiv:2302.03978, 2023 | | 2023 |
| Optimal Control Strategies of Seasonal Storage Devices for District Energy Management J Leprince | | 2018 |
Henrik MadsenProfessor, PhD, DTU Compute, Technical University of DenmarkVerified email at dtu.dk
