A ResNet-18 model trained via transfer learning on simulated diffraction patterns extracts a disorder parameter as a quantitative structural short-range order descriptor for amorphous Cu-Zr systems and grain boundaries.
Borodin, Local atomic arrangements in polytetrahedral materials, Philosophical Magazine A 79 (1999) 1887–1907
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Extraction of a structural short-range order descriptor from nanobeam electron diffraction patterns using a transfer learning approach
A ResNet-18 model trained via transfer learning on simulated diffraction patterns extracts a disorder parameter as a quantitative structural short-range order descriptor for amorphous Cu-Zr systems and grain boundaries.