Scientific Data

A multimodal dataset of causal mechanisms in materials science literature

• Yinpeng Liu
• Congrui Wang
• Jiawei Liu
• Xiang Shi
• Yong Huang
• Qikai Cheng
• Wei Lu

2026-01-16

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DOI https://doi.org/10.1038/s41597-026-06598-5