22 citations · 23 across the 3 of their papers we have counts for
3 papers
Amortized Bayesian Inference of GISAXS Data with Normalizing Flows
Maksim Zhdanov, Lisa Randolph, Thomas Kluge +4
Grazing-Incidence Small-Angle X-ray Scattering (GISAXS) is a modern imaging technique used in material research to study nanoscale materials. Reconstruction of the parameters of an…
Active learning-assisted neutron spectroscopy with log-Gaussian processes
Mario Teixeira Parente, Georg Brandl, Christian Franz +3
Neutron scattering experiments at three-axes spectrometers (TAS) investigate magnetic and lattice excitations by measuring intensity distributions to understand the origins of mate…
Autonomous Experiments for Neutron Three-Axis Spectrometers (TAS) with Log-Gaussian Processes
Mario Teixeira Parente, Georg Brandl, Christian Franz +2
Autonomous experiments are excellent tools to increase the efficiency of material discovery. Indeed, AI and ML methods can help optimizing valuable experimental resources as, for e…