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Chemistry-Informed Machine Learning for Polymer Electrolyte Discovery

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

Citation: Gabriel Bradford, Jeffrey Lopez, Jurğis Ruža, Michael A. Stolberg, Richard Osterude. Chemistry-Informed Machine Learning for Polymer Electrolyte Discovery. ACS Central Science 2023. https://doi.org/10.1021/acscentsci.2c01123

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

TypeReading List

DomainLiquid electrolytes

LicenseScholarly article; see publisher

ContributorsGabriel Bradford, Jeffrey Lopez, Jurğis Ruža, Michael A. Stolberg, Richard Osterude