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Found 4 papers, 1 papers with code
Ageing Analysis of Embedded SRAM on a Large-Scale Testbed Using Machine Learning
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.
Learning to Do or Learning While Doing: Reinforcement Learning and Bayesian Optimisation for Online Continuous Tuning
Online tuning of real-world plants is a complex optimisation problem that continues to require manual intervention by experienced human operators.
Pickup concepts for ultra-low charged short bunches in X-Ray Free-Electron Lasers
A significant improvement of slope and voltage is found.
Instrumentation and Detectors Accelerator Physics
High-fidelity Prediction of Megapixel Longitudinal Phase-space Images of Electron Beams using Encoder-Decoder Neural Networks
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.
