Published March 21, 2023
| Version v1
Journal article
Open
Data for "Automatic Identification of Crystal Structures and Interfaces via Artificial-Intelligence-based Electron Microscopy"
Authors/Creators
- 1. NOMAD Laboratory at the Fritz Haber Institute of the Max Planck Society and IRIS-Adlershof of the Humboldt University, Berlin, Germany
- 2. Department of Energy Resources Engineering, Pukyong National University, Busan 48513, Republic of Korea
- 3. Max-Planck-Institut für Eisenforschung, Düsseldorf, 40237, Germany
Description
This repository contains training data (HAADF images and FFT-HAADF descriptors, 80/20 splits employed in this work), neural-network models (the final, optimal model as well as the collection of models obtained via Bayesian optimization hyperparameter search), as well as experimental and synthetic images.