Predicting Euler Characteristics and Constructing Topological Structure Using Machine Learning Techniques

Gyunghun Yu, Seong Min Park, Han Gyu Yoon +4

This study proposes a novel approach to extract topological properties, specifically the Euler characteristic, from input images using neural networks without relying on large pre-…