Dielectronic satellite emission from a solid-density Mg plasma: Relationship to models of ionization potential depression

G Pérez-Callejo, T Gawne, TR Preston, P Hollebon… - Physical Review E, 2024 - APS
We report on experiments where solid-density Mg plasmas are created by heating with the
focused output of the Linac Coherent Light Source x-ray free-electron laser. We study the K …

Methods for energy dispersive x-ray spectroscopy with photon-counting and deconvolution techniques

A Forte, T Gawne, OS Humphries, T Campbell… - arXiv preprint arXiv …, 2024 - arxiv.org
Spectroscopic techniques are essential for studying material properties, but the small cross-
sections of some methods may result in low signal-to-noise ratios (SNRs) in the collected …

[PDF][PDF] Supplemental Material for STEP: Interpretable Extraction of underlying Physics with robust Machine Learning

KA El-Din - 2014 - rs.figshare.com
All models described in the main text achieved full epoch convergence as indicated in
figures A-1 and A-2 below. The training of the CNN estimator took approximately 1 hour for …