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Inverse design with deep generative models: next step in materials discovery

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Review/Survey Paper for Generative materials design. Review/survey candidate for mapping the literature, mechanisms, methods, and open questions in Generative materials design.

Citation: Shuaihua Lu, Qionghua Zhou, Xinyu Chen, Zhilong Song, Jinlan Wang. Inverse design with deep generative models: next step in materials discovery. National Science Review 2022. https://doi.org/10.1093/nsr/nwac111

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

TypeReading List
DomainGenerative materials design
LicenseScholarly article; see publisher
ContributorsShuaihua Lu, Qionghua Zhou, Xinyu Chen, Zhilong Song, Jinlan Wang