MaterialsAtlas Reading List

Machine-learning-assisted materials discovery using failed experiments

reading-liststarter-packexemplar-paperproperty-predictionmaterials-science

Exemplar Discovery Paper for Property prediction. Exemplar discovery paper for Property prediction; selected as a highly cited or venue-prominent research article rather than a general review.

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
DomainProperty prediction
LicenseScholarly article; see publisher
ContributorsPaul Raccuglia, Katherine C. Elbert, Philip D. F. Adler, Casey Falk, Malia B. Wenny