Electronically excited states of molecules are at the heart of photochemistry, photophysics,
as well as photobiology and also play a role in material science. Their theoretical description …

Artificial intelligence (AI) has received widespread attention over the last few decades due to
its potential to increase automation and accelerate productivity. In recent years, a large …

We provide a review of machine learning (ML) tools for material discovery and sophisticated
applications of different ML strategies. Although there have been a few published reviews on …

In the field of beam physics, two frontier topics have taken center stage due to their potential
to enable new approaches to discovery in a wide swath of science. These areas are …

Traditional materials discovery is in'trial-and-error'mode, leading to the issues of low-
efficiency, high-cost, and unsustainability in materials design. Meanwhile, numerous …

In this perspective article we highlight research opportunities and challenges in probing
structural dynamics of molecular systems using X-ray Photon Correlation Spectroscopy …

The compact linear accelerator for research and applications (CLARA) is an ultrabright
electron beam test facility being developed at STFC Daresbury Laboratory. The ultimate aim …

Photoelectron spectra obtained with intense pulses generated by free-electron lasers
through self-amplified spontaneous emission are intrinsically noisy and vary from shot to …

The pressing need for knowledge of the detailed wavefront properties of ultra-bright and
ultra-short pulses produced by free-electron lasers has spurred the development of several …

The THz-field-driven streak camera has proven to be a powerful diagnostic-technique that
enables the shot-to-shot characterization of the duration and the arrival time jitter of free …