26 citations · 31 across the 3 of their papers we have counts for
6 papers
Neural network analysis of neutron and X-ray reflectivity data: automated analysis using mlreflect, experimental errors and feature engineering
Alessandro Greco, Vladimir Starostin, Evelyn Edel +8
This work demonstrates the Python package mlreflect which implements an optimized pipeline for the automized analysis of reflectometry data using machine learning. The package comb…
Tracking perovskite crystallization via deep learning-based feature detection on 2D X-ray scattering data
Vladimir Starostin, Valentin Munteanu, Alessandro Greco +6
Understanding the processes of perovskite crystallization is essential for improving the properties of organic solar cells. In situ real-time grazing-incidence X-ray diffraction (G…
Quantitative comparison of the magnetic proximity effect in Pt detected by XRMR and XMCD
Dominik Graulich, Jan Krieft, Anastasiia Moskaltsova +8
X-ray resonant magnetic reflectivity (XRMR) allows for the simultaneous measurement of structural, optical and magnetooptic properties and depth profiles of a variety of thin film…
Beam damage of single semiconductor nanowires during X-ray nano beam diffraction experiments
Ali AlHassan, Jonas Lähnemann, Arman Davtyan +8
Nanoprobe X-ray diffraction (nXRD) using focused synchrotron radiation is a powerful technique to study the structural properties of individual semiconductor nanowires. However, wh…
Cation- and lattice-site-selective magnetic depth profiles of ultrathin (001) films
Tobias Pohlmann, Timo Kuschel, Jari Rodewald +7
A detailed understanding of ultrathin film surface properties is crucial for the proper interpretation of spectroscopic, catalytic and spin-transport data. We present x-ray magneti…
Spatially-resolved luminescence and crystal structure of single core-shell nanowires measured in the as-grown geometry
Ali AlHassan, Jonas Lähnemann, Steven Leake +9
We report on the direct correlation between the structural and optical properties of single, as-grown core-multi-shell GaAs/InGaAs/GaAs/AlAs/GaAs nanowires. Fabri…