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RESEARCH PAPER · Materials Genome Engineering Advances · 2026

Semantic Embeddings of Chemical Elements for Enhanced Materials Inference and Discovery

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Semantic Embeddings of Chemical Elements for Enhanced Materials Inference and DiscoveryOriginalLeveraging feature gradient for efficient acquisition function maximization in material composition design3Artificial Intelligence for Materials Science: Transforming Research Paradigms6Explainable artificial intelligence shines a light on catalysis: methods, applications, and future directions0IGA‐POLLM: An Improved Genetic Algorithm for Prompt Optimization in Materials Literature Information Extraction0

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  1. Leveraging feature gradient for efficient acquisition function maximization in material composition design

    Digital Discovery · 2025-01-01

    Yuehui Xian, Yunfan Wang, Pengfei Dang, Xinquan Wan, Yumei Zhou, Xiangdong Ding, Jun Sun, Dezhen Xue

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  2. Artificial Intelligence for Materials Science: Transforming Research Paradigms

    Chemical Reviews · 2026-05-20

    Yue Li, Shurui Wang, Jianping Wang, Liu Q, Jin Zhang

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  3. Explainable artificial intelligence shines a light on catalysis: methods, applications, and future directions

    Academia Catalysis · 2026-08-05

    Zixuan Geng, Di Wu, Xu Zhao, Chuqiao Hu, Peilun Qiu, Ce Fu, Jianqiao Liu

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  4. IGA‐POLLM: An Improved Genetic Algorithm for Prompt Optimization in Materials Literature Information Extraction

    Materials Genome Engineering Advances · 2026-09-07

    Hengju Xiang, Suyu Jin, Zhongheng Fu, Guangxuan Song, Jiamin Pei, Zewei Gu, Tian Zhang, Wenxuan Fan, Qiuji Wang, Dawei Zhang

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