Author

Matthias Weiss

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Preprint Sep 2026

Closing the Loop: Continuous Measurement-Driven Refinement of Offloading Predictions

Modern vehicles increasingly offload computation- ally intensive perception and decision functions to backend servers, requiring accurate predictions of absolute performance metrics such as Round-Trip Time (RTT), processing time, and utilization. In practice, strong temporal variability, heterogeneous backend hardware,...

Falk Dettinger, Matthias Weiss, M. Weyrich · 0 citations

Conference Sep 2026

Uncertainty-Aware Remaining Useful Life Prediction for Electromechanical Relays with Bayesian Lstm Networks

Predictive maintenance of electromechanical relays remains challenging: deterministic remaining-useful-life (RUL) estimates are unreliable for relays that fail spontaneously or under resistive loads, and give the operator no indication of when a prediction can be trusted. This paper addresses this gap with a Bayesian l...

Maurice Artelt, Matthias Weiss, N. Jazdi et al. · IEEE International Conferenc... · 1 citation

Conference Sep 2026

Which Parameter Matters Most? A Structured Literature Review and Unified Simulation Comparison of Design and Material Influences on PCBA Solder-Joint Lifetime

This paper presents a condition-controlled, simulation-based ranking of five key design and material parameters governing solder-joint fatigue life in printed circuit board assemblies (PCBAs) under thermal cycling: substrate material, substrate thickness, copper thickness, solder alloy, and solder thickness. All parame...

Maurice Artelt, Marianna Lintzeri, Matthias Weiss et al. · IEEE International Conferenc... · 1 citation