W Sha, Y Guo, Q Yuan, S Tang, X Zhang… - Advanced Intelligent …, 2020 - Wiley Online Library
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 …
Z Song, X Chen, F Meng, G Cheng, C Wang… - Chinese …, 2020 - iopscience.iop.org
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 …
F Perakis, C Gutt - Physical Chemistry Chemical Physics, 2020 - pubs.rsc.org
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 …
S Sala, BJ Daurer, M Odstrcil, F Capotondi… - Journal of applied …, 2020 - journals.iucr.org
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 …
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 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 …