Symmetry-aware recursive image similarity exploration for materials microscopy

Machine learning-based prediction and inverse design of 2D metamaterial structures with tunable deformation-dependent Poisson's ratio - Nanoscale (RSC Publishing) DOI:10.1039/D2NR02509D

SEM micrographs of a fabricated nanoemitter array. (a) The

Depth profiling of PZT thin film. (a) ToF-SIMS depth profiles; (b) AFM

Ruijuan Xu NC State MSE

Periodic improvements—new neural network demonstrates enhanced symmetry awareness - The American Ceramic Society

PDF] Microscopy is All You Need

PDF) Structural – Electrical property correlation in defect induced nanostructured off-stoichiometric bismuth ferrite: A defect analysis

Applied Sciences, Free Full-Text

Research articles npj Computational Materials

Scientists create artificial neural networks that detect symmetry and patterns

A Novel Neural Network to Understand Symmetry, Speed Materials Research