44 citations · 114 across the 10 of their papers we have counts for
11 papers
Spatial features of CO2 for occupancy detection in a naturally ventilated school building
Qirui Huang, Marc Syndicus, Jérôme Frisch +1
Accurate occupancy information helps to improve building energy efficiency and occupant comfort. Occupancy detection methods based on CO2 sensors have received attention due to the…
Opening the Black Box: Towards inherently interpretable energy data imputation models using building physics insight
Antonio Liguori, Matias Quintana, Chun Fu +3
Missing data are frequently observed by practitioners and researchers in the building energy modeling community. In this regard, advanced data-driven solutions, such as Deep Learni…
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…
Interactive data exploration for high-performance fluid flow computations through porous media
Nevena Perović, Jérôme Frisch, Ralf-Peter Mundani +1
Huge data advent in high-performance computing (HPC) applications such as fluid flow simulations usually hinders the interactive processing and exploration of simulation results. S…
Measuring and comparing the scaling behaviour of a high-performance CFD code on different supercomputing infrastructures
Jérôme Frisch, Ralf-Peter Mundani
Parallel code design is a challenging task especially when addressing petascale systems for massive parallel processing (MPP), i.e. parallel computations on several hundreds of tho…
A sliding window technique for interactive high-performance computing scenarios
Ralf-Peter Mundani, Jérôme Frisch, Vasco Varduhn +1
Interactive high-performance computing is doubtlessly beneficial for many computational science and engineering applications whenever simulation results should be visually processe…