Work

Machine learning-driven creep law discovery across alloy compositional space

Year: 2026

Type: article

Source: Acta Materialia

DOI: 10.1016/j.actamat.2026.122590

Authors: Hongshun Chen, Ryan Zhou, Rujing Zha, Zihan Chen, Wenpan Li, Rowan Rolark, John Patrick Reidy, Jian Cao, Ian McCue, Ping Guo, David C. Dunand, Horacio D. Espinosa

Institution: Northwestern University

Language: English

Topic: Machine Learning in Materials Science

Subfield: Materials Chemistry

Field: Materials Science

Domain: Physical Sciences

Open Access status: green

Funders: Northwestern University, Defense Advanced Research Projects Agency, Advanced Research Projects Agency, Quest High Performance Computing, Defense Sciences Office, DARPA

Awards: G4871263745, G5343526662

OpenAlex ID: W7170527948

FWCI:

Cites: 41

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Related to: 10