Description
Code and demonstration data for the paper, "On-the-fly closed-loop materials discovery via Bayesian active learning," Kusne, A.G., Yu, H., Wu, C. et al. Nat Commun 11, 5966 (2020). https://doi.org/10.1038/s41467-020 19597-w Code: Closed-loop autonomous materials exploration and optimization. This code is used to control an autonomous materials exploration and optimization platform. It guides subsequent experiments to learn about a material's phase map and target functional properties in a unified framework. Data: CAMEO code is demonstrated on Fe-Ga-Pd composition spread X-ray diffraction data.
Resources
| Name | Format | Description | Link |
|---|---|---|---|
| Code and Data Demonstration for CAMEO | ZIP | Code and Data for demonstration of CAMEO 1.0: https://doi.org/10.1038/s41467-020-19597-w | Open resource |
| SHA256 File for Code and Data Demonstration for CAMEO | Text | Open resource | |
| DOI Access for Closed-loop Autonomous Materials Exploration and Optimization 1.0 | Unknown | Open resource |