From the 1 of 4 linked papers with an AI index.
4 papers
Mapping recrystallization trajectories in GaAs using latent space diffraction analysis
Ellis Rae Kennedy, Kwanghwi Je, Erik Thiede
The paper presents a latent‑space method using a convolutional autoencoder and unsupervised clustering to map recrystallization pathways from in‑situ 4D‑STEM diffraction data of io…
A Transformer-based Model for Rapid Microstructure Inference from Four-Dimensional Scanning Transmission Electron Microscopy Data
Kwanghwi Je, Ellis R. Kennedy, Sungin Kim +2
Properties of crystalline materials are closely linked to microstructure arising from the spatial arrangement, orientation, and phase of nanocrystals. Rapid characterization of cry…
Critical Disconnect Between Structural and Electronic Recovery in Amorphous GaAs during Recrystallization
Ellis Rae Kennedy, Adric Jones, Yongqiang Wang +6
Understanding the evolution of structure and functionality through amorphous to crystalline phase transitions is critical for predicting and designing devices for application in ex…
Mapping strain and structural heterogeneities around bubbles in amorphous ionically conductive BiO
Ellis Rae Kennedy, Stephanie M. Ribet, Ian S. Winter +5
While amorphous materials are often approximated to have a statistically homogeneous atomic structure, they frequently exhibit localized structural heterogeneity that challenges si…