Fifty shades of black: uncovering physical models from symbolic regressions for scalable building heat dynamics identification. - Julien Leprince; Clayton Miller; Mario Frei; Henrik Madsen; Wim Zeiler (BuildSys, 2021)

Grey-Brick Buildings, an Open Data Set of Calibrated RC Models of Dutch Residential Building Heat Dynamics. - Julien Leprince; Clayton Miller; Henrik Madsen; Kaustav Basu; Rik van der Vlist; Wim Zeiler (SenSys, 2022)

Hierarchical learning, forecasting coherent spatio-temporal individual and aggregated building loads. - Julien Leprince; Henrik Madsen; Jan Kloppenborg Møller; Wim Zeiler (CoRR, 2023)

Structural hierarchical learning for energy networks. - Julien Leprince; Waqas Khan; Henrik Madsen; Jan Kloppenborg Møller; Wim Zeiler (CoRR, 2023)

Can occupant behaviors affect urban energy planning? Distributed stochastic optimization for energy communities. - Julien Leprince; Amos Schledorn; Daniela Guericke; Dominik Franjo Dominkovic; Henrik Madsen; Wim Zeiler (CoRR, 2023)