Machine learning-based virtual diagnostics of dielectric laser acceleration

Thilo Egenolf, Oliver Boine-Frankenheim

We present the development of a digital twin-based reconstruction framework for dielectric laser acceleration (DLA) based on machine-learning-assisted inversion of single-shot elec…