Multiview Opinion Fusion Machine Learning

This repository implements the Multiview Opinion Fusion Machine Learning (MVOF-ML) that automatically identifies crystal system from electron diffraction patterns with arbitrary orientations, as proposed in the following paper:

Jie Chen, Hengrui Zhang, Carolin B. Wahl, Wei Liu, Chad A. Mirkin, Vinayak P. Dravid, Daniel W. Apley, & Wei Chen, Automated crystal system identification from electron diffraction patterns using multiview opinion fusion machine learning. PNAS 120 (46) e2309240120, 2023.

How to cite

Please cite the following work if you would like to use the package.

@article{MvOF-ML,
   author = {Chen, Jie and Zhang, Hengrui and Liu, Wei and Wahl, Carolin B. and Mirkin, Chad A. and Dravid, Vinayak P. and Apley, Daniel W. and Chen, Wei},
   title = {Automated crystal system identification from electron diffraction patterns using multiview opinion fusion machine learning},
   journal = {Proceedings of the National Academy of Sciences},
   volume = {120},
   number = {46},
   pages = {e2309240120},
   year = {2023},
   doi = {10.1073/pnas.2309240120},
   url = {https://www.pnas.org/doi/abs/10.1073/pnas.2309240120}
}