Leadership, teams & governance
Open journal researchCC BY 4.0

Data quantity governance for machine learning in materials science

Yue Liu; Zhengwei Yang; Xinxin Zou; Shuchang Ma; Dahui Liu; Maxim Avdeev; Siqi Shi

National Science Review · Oxford University Press · Published: 2023-05-01

Journal article in Europe PMC

Read paperAsk paper agentOriginal DOI Source & full record

The paper agent searches this saved, licensed text and returns exact passages. It does not generate new claims, assess study quality, or replace the original paper. Research settings vary; relevance to school leadership requires editorial judgment.

Publication record checked · 2026-09-30

View authoritative record

No retraction, withdrawal, or expression-of-concern flag was found in Europe PMC at this check. This is a source-status check, not an assessment of research quality.

Opening the verified paper and agent…

Checking the article identity, license record, and saved source text.

Open the repository record