3 papers
stat.ML2020
Indoor environment data time-series reconstruction using autoencoder neural networks
Antonio Liguori, Romana Markovic, Thi Thu Ha Dam +3
As the number of installed meters in buildings increases, there is a growing number of data time-series that could be used to develop data-driven models to support and optimize bui…
cs.CE2018
Computational steering of complex flow simulations
Atanas Atanasov, Hans-Joachim Bungartz, Jérôme Frisch +4
Computational Steering, the combination of a simulation back-end with a visualisation front-end, offers great possibilities to exploit and optimise scenarios in engineering applica…
cs.LG2018
Window Opening Model using Deep Learning Methods
Romana Markovic, Eva Grintal, Daniel Wölki +2
Occupant behavior (OB) and in particular window openings need to be considered in building performance simulation (BPS), in order to realistically model the indoor climate and ener…