About AI Analysis Tools

Using our in house machine learning models, the site is able to utilize dedicated GPUs to provide enhanced images for all datasets uploaded to NRDS. The images can be generated and downloaded or they can be compared to the original image on the site.

Super Resolution

Coming soon...

Activity Detection

Coming soon...

Dislocation Segmentation

This runs Model B of the Predictive Automation of Novel Defect Anomalies code available at: Idaho National Laboratory GitHub - PANDA.
For addition details see: Wu, M., Sharapov, J., Anderson, M. et al. Quantifying dislocation-type defects in post irradiation examination via transfer learning. Sci Rep 15, 15889 (2025). https://doi.org/10.1038/s41598-025-00238-5

Dislocation Lines

Coming soon...

HiPerClust

This software uses transfer learning to automatically group similar atoms in atom probe tomography data, quickly testing optimal settings on high-performance computers. It speeds up, standardizes, and improves the reliability of materials research.

Files will be deleted after one day of generation. Please make sure to download the image or else the image will have to be regenerated

For addition details see:
https://github.com/IdahoLabResearch/HiPerClust