53 citations · 118 across the 6 of their papers we have counts for
6 papers
OCDet: Object Center Detection via Bounding Box-Aware Heatmap Prediction on Edge Devices with NPUs
Chen Xin, Thomas Motz, Andreas Hartel +1
Real-time object localization on edge devices is fundamental for numerous applications, ranging from surveillance to industrial automation. Traditional frameworks, such as object d…
Deep Learning-Based Position Detection for Hydraulic Cylinders Using Scattering Parameters
Chen Xin, Thomas Motz, Wolfgang Fuhl +2
Position detection of hydraulic cylinder pistons is crucial for numerous industrial automation applications. A typical traditional method is to excite electromagnetic waves in the…
Explainable Online Validation of Machine Learning Models for Practical Applications
Wolfgang Fuhl, Yao Rong, Thomas Motz +4
We present a reformulation of the regression and classification, which aims to validate the result of a machine learning algorithm. Our reformulation simplifies the original proble…
Rectification of heat currents across nonlinear quantum chains: A versatile approach beyond weak thermal contact
Thomas Motz, Michael Wiedmann, Jürgen T. Stockburger +1
Within the emerging field of quantum thermodynamics the issues of heat transfer and heat rectification are basic ingredients for the understanding and design of heat engines or ref…
Thermodynamic deficiencies of some simple Lindblad operators
Jürgen T. Stockburger, Thomas Motz
Master equations of Lindblad type have attained prominent status in the fields of quantum optics and quantum information since they are guaranteed to satisfy fundamental notions of…
Optimizing the Performance of the Entropic Splitter for Particle Separation
Thomas Motz, Gerhard Schmid, Peter Hänggi +2
Recently, it has been shown that entropy can be used to sort Brownian particles according to their size. In particular, a combination of a static and a time-dependent force applied…