A YOLOv8-based object detector localizes Bragg discs in 4D-STEM diffraction patterns with reported strain precision of 5x10^-4 and throughput above 100 fps, demonstrated on Si/SiGe and Ti-Nb samples.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cond-mat.mtrl-sci 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Neural Object Detection for 4D STEM: High-Throughput Sub-Pixel Electron Diffraction Pattern Recognition
A YOLOv8-based object detector localizes Bragg discs in 4D-STEM diffraction patterns with reported strain precision of 5x10^-4 and throughput above 100 fps, demonstrated on Si/SiGe and Ti-Nb samples.