The transverse emittance of a charged particle beam is an important figure of merit for many
accelerator applications, such as ultrafast electron diffraction, free electron lasers, and the …

We demonstrate a novel multistage amplification scheme for self-amplified spontaneous-
emission free electron lasers for the production of few femtosecond pulses with very high …

Ultraintense X-ray free-electron laser pulses of attosecond duration can enable new
nonlinear X-ray spectroscopic techniques to observe coherent electronic motion. The …

The development of new spectral analysis methods in bio thin-film detection has generated
intense interest in terahertz (THz) spectroscopy and its application in a wide range of fields …

By combining machine learning methods and the dispersive Fourier transform we
demonstrate, to the best of our knowledge, for the first time the possibility to determine the …

For the investigation of processes happening on the time scale of the motion of bound
electrons, well-controlled X-ray pulses with durations in the few-femtosecond and even sub …

Optimizing the injection process in particle accelerators is crucial for enhancing beam
quality and operational efficiency. This paper presents a framework for utilizing …

Two-dimensional electronic spectroscopy has become one of the main experimental tools
for analyzing the dynamics of excitonic energy transfer in large molecular complexes …

Artificial intelligence, and in particular deep learning, is becoming a powerful tool to access
complex simulations in intense ultrafast laser science. One of the most challenging tasks to …

Standard deep learning methods, such as Ensemble Models, Bayesian Neural Networks,
and Quantile Regression Models provide estimates of prediction uncertainties for data …