From laser-plasma accelerator experiments to digital twins
From laser-plasma accelerator experiments to digital twins
Abstract
Building high-fidelity digital twins through start-to-end models to better understand and control advanced laser-plasma accelerators, as well as compact free-electron laser beamlines, requires direct comparison to experimental data. We highlight recent results in start-to-end simulations and developments with a focus on their connection to experiment, such as by synthetic diagnostics and experimental data reconstruction analyses.
Keywords: digital twins; machine learning; laser-plasma accelerators; free-electron laser
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Eingeladener Vortrag (Konferenzbeitrag)
8. Annual MT meeting, 26.-27.9.2022, DESY, Hamburg, Deutschland
Permalink: https://www.hzdr.de/publications/Publ-36296