Scaling deep learning for materials discovery

Review/Survey Paper for Active learning. Review/survey candidate for mapping the literature, mechanisms, methods, and open questions in Active learning.

Citation: Amil Merchant, Simon Batzner, Samuel S. Schoenholz, Muratahan Aykol, Gowoon Cheon. Scaling deep learning for materials discovery. Nature 2023. https://doi.org/10.1038/s41586-023-06735-9

Acknowledgement: Curated by MaterialsAtlas Open Resources from OpenAlex, Crossref, and manual landmark-paper review.