20 citations · 51 across the 7 of their papers we have counts for
3 papers · 1 filter
"UWBCarGraz" Dataset for Car Occupancy Detection using Ultra-Wideband Radar
Jakob Möderl, Stefan Posch, Franz Pernkopf +1
We present a data-driven car occupancy detection algorithm using ultra-wideband radar based on the ResNet architecture. The algorithm is trained on a dataset of channel impulse res…
Bringing Chemistry to Scale: Loss Weight Adjustment for Multivariate Regression in Deep Learning of Thermochemical Processes
Franz M. Rohrhofer, Stefan Posch, Clemens Gößnitzer +2
Flamelet models are widely used in computational fluid dynamics to simulate thermochemical processes in turbulent combustion. These models typically employ memory-expensive lookup…
Finding the Optimum Design of Large Gas Engines Prechambers Using CFD and Bayesian Optimization
Stefan Posch, Clemens Gößnitzer, Franz Rohrhofer +2
The turbulent jet ignition concept using prechambers is a promising solution to achieve stable combustion at lean conditions in large gas engines, leading to high efficiency at low…