7 citations · 7 across the 1 of their papers we have counts for
9 papers
IFCNet: A Benchmark Dataset for IFC Entity Classification
Christoph Emunds, Nicolas Pauen, Veronika Richter +2
Enhancing interoperability and information exchange between domain-specific software products for BIM is an important aspect in the Architecture, Engineering, Construction and Oper…
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…
Learning short-term past as predictor of human behavior in commercial buildings
Romana Markovic, Jérôme Frisch, Christoph van Treeck
This paper addresses the question of identifying the time-window in short-term past from which the information regarding the future occupant's window opening actions and resulting…
Design and optimisation of an efficient HDF5 I/O kernel for massive parallel fluid flow simulations
Christoph Ertl, Jérôme Frisch, Ralf-Peter Mundani
More and more massive parallel codes running on several hundreds of thousands of cores enter the computational science and engineering domain, allowing high-fidelity computations o…
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…
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…