works on
diffraction data processing 1dimensionality reduction 1machine learning 1phase mapping 1superpixel clustering 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cond-mat.mtrl-sci2026

Using superpixels for interpretable feature reduction in large 2D diffraction datasets

Andreas Werbrouck, Nikhila C. Paranamana, Andrew C. Meng +2

The paper introduces a superpixel-based method to reduce and interpret large 2D diffraction datasets by adaptively grouping pixels, compares clustering approaches, and demonstrates…