1 citations · 2 across the 3 of their papers we have counts for
3 papers
UrbanFlow-3K: A Dataset of 3,000 Lattice-Boltzmann Simulations of Random Building Layouts
Hojin Lee, Andreas Lintermann, Sangseung Lee +1
The analysis of flow around buildings has gained significant research interest across various domains, including pedestrian safety, pollutant dispersion, natural ventilation, and b…
Optimizing edge AI models on HPC systems with the edge in the loop
Marcel Aach, Cyril Blanc, Andreas Lintermann +1
Artificial intelligence and machine learning models deployed on edge devices, e.g., for quality control in Additive Manufacturing (AM), are frequently small in size. Such models us…
Resource-Adaptive Successive Doubling for Hyperparameter Optimization with Large Datasets on High-Performance Computing Systems
Marcel Aach, Rakesh Sarma, Helmut Neukirchen +2
On High-Performance Computing (HPC) systems, several hyperparameter configurations can be evaluated in parallel to speed up the Hyperparameter Optimization (HPO) process. State-of-…