D. Shin

Variational Auto Encoder for automated structure segmentation of materials

Atomic-scale structural heterogeneity plays a crucial role in determining the properties of nanomaterials and complex energy systems. High-resolution STEM imaging provides critical insights into these structures, but conventional segmentation techniques often struggle with intricate patterns, relying on linear dimensio...