24 citations · 110 across the 14 of their papers we have counts for
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physics.acc-ph2023
Optimization of the Resolution of a Streaking Setup
F. Mayet, K. Floettmann
In low regimes the inevitable induced energy spread in combination with longitudinal dispersion during the drift through a transverse deflecting structure (TDS) can alter the p…
physics.acc-ph2023
Characterization of relativistic electron bunch duration and travelling wave structure phase velocity based on momentum spectra measurements on the ARES linac at DESY
T. Vinatier, R. W. Assmann, C. Bruni +7
The ARES linac at DESY aims to generate and characterize ultrashort electron bunches (fs to sub-fs duration) with high momentum and arrival time stability for the purpose of applic…
cs.LG2023★ 5 cited
Learning to Do or Learning While Doing: Reinforcement Learning and Bayesian Optimisation for Online Continuous Tuning
Jan Kaiser, Chenran Xu, Annika Eichler +9
Online tuning of real-world plants is a complex optimisation problem that continues to require manual intervention by experienced human operators. Autonomous tuning is a rapidly ex…