Search Results for author: Holger Schlarb

Found 4 papers, 1 papers with code

Ageing Analysis of Embedded SRAM on a Large-Scale Testbed Using Machine Learning

no code implementations13 Jul 2023 Leandro Lanzieri, Peter Kietzmann, Goerschwin Fey, Holger Schlarb, Thomas C. Schmidt

Ageing detection and failure prediction are essential in many Internet of Things (IoT) deployments, which operate huge quantities of embedded devices unattended in the field for years.

High-fidelity Prediction of Megapixel Longitudinal Phase-space Images of Electron Beams using Encoder-Decoder Neural Networks

no code implementations25 Jan 2021 Jun Zhu, Ye Chen, Frank Brinker, Winfried Decking, Sergey Tomin, Holger Schlarb

We also show the scalability and interpretability of the model by sharing the same decoder with more than one encoder used for different setups of the photoinjector, and propose a pragmatic way to model a facility with various diagnostics and working points.

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