MaterialsAtlas Reading List

Machine-learning-assisted materials discovery using failed experiments

reading-liststarter-packprimer-paperactive-learningmaterials-science

Primer Paper for Active learning. Primer/perspective candidate for entering Active learning; selected for broad framing, teachability, venue strength, and citation signal.

Citation: Paul Raccuglia, Katherine C. Elbert, Philip D. F. Adler, Casey Falk, Malia B. Wenny. Machine-learning-assisted materials discovery using failed experiments. Nature 2016. https://doi.org/10.1038/nature17439

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

TypeReading List
DomainActive learning
LicenseScholarly article; see publisher
ContributorsPaul Raccuglia, Katherine C. Elbert, Philip D. F. Adler, Casey Falk, Malia B. Wenny