electron backscatter diffraction 1microstructure imaging 1persistent homology 1shape analysis 1topological data analysis 1
From the 1 of 2 linked papers with an AI index.
2 papers
cond-mat.mtrl-sci2026
Topology of Shape and Data in Material Microstructures
Jeanie Schreiber, Zachary Grey, Adam Creuziger
The paper introduces a framework that combines topological data analysis with non‑Euclidean shape distances to quantitatively characterize the shape, size, and arrangement of mater…
cs.LG2026
Orthogonal Dendritic Intrinsic Networks: An Architecture for Significance-Ordered, Orthogonal Latent Spaces
Jeanie Schreiber, Tyrus Berry, Zeeshan Ahmed
Principal Component Analysis or PCA-like properties (orthogonality, variance ranking) are seldom realized in deep autoencoder architectures. In this work, we present ODIN (Orthogon…