2 papers
cond-mat.mtrl-sci2026
Automated multiphase identification and refinement in powder diffraction using mismatch-tolerant machine learning
Lalit Yadav, Yongqiang Cheng, Mathieu Doucet
Powder diffraction is a primary structural characterization tool in materials science, yet automated phase identification remains a major bottleneck for autonomous discovery. Exist…
physics.comp-ph2024
Extracting thin film structures of energy materials using transformers
Chen Zhang, Valerie A. Niemann, Peter Benedek +2
Neutron-Transformer Reflectometry and Advanced Computation Engine (N-TRACE ), a neural network model using transformer architecture, is introduced for neutron reflectometry data an…