Biography & Research 个人简介

I am a Ph.d candidate in Materials Science and Engineering at the University of Science and Technology Beijing (USTB), focusing on the intersection of artificial intelligence and materials science. My research involves the systematic application of machine learning to accelerate the discovery and design of novel materials.     我是北京科技大学（USTB）材料科学与工程专业的博士研究生，主要从事人工智能与材料科学交叉领域的研究，特别是机器学习驱动的新材料发现与设计。

Research Interests 研究方向

• AI-Driven Material Design 人工智能驱动的材料设计
• Large Language Models (LLMs) for Materials Science 面向材料领域的大语言模型开发与应用
• Property prediction and optimization based on LLMs 基于大模型的材料性能预测与优化设计

Education 教育背景

• 
  Ph.D. in Materials Science and Engineering 博士, 材料科学与工程 (2022 - Present至今)
  University of Science and Technology Beijing, China 北京科技大学, 中国
• 
  M.S. in Materials Science and Engineering 硕士, 材料科学与工程 (2020 - 2022)
  University of Science and Technology Beijing, China 北京科技大学, 中国
• 
  B.S. in Metal materials engineering 学士, 金属材料工程 (2016 - 2020)
  Xi'an University of Architecture and Technology, China 西安建筑科技大学, 中国

News 近期新闻

• [Sep.9月 2025] My personal website is now live! 我的个人网站现已上线！
• [Jan.1月 2025] Our paper on steel design based on LLMs was published in Acta Materialia! 我们关于大语言模型钢设计的论文发表于《Acta Materialia》！

Selected Publications 学术成果

研究论文

1. Tian, S., Jiang, X., Wang, W., Jing, Z., Zhang, C., Zhang, C., Lookman, T., & Su, Y. (2025). Steel Design Based on a Large Language Model. Acta Materialia, 285, 120663. https://doi.org/10.1016/j.actamat.2024.120663
2. Jiang, X., Wang, W., Tian, S., Wang, H., Lookman, T., & Su, Y. (2025). Applications of natural language processing and large language models in materials discovery. npj Computational Materials, 11(1), 79. https://doi.org/10.1038/s41524-025-01554-0
3. Wang, W., Jiang, X., Li, W., Zhang, C., Liu, P., Tian, S., Lookman, T., & Su, Y. (2025). Design of superalloys with multiple properties via multi-task learning. Acta Materialia, 121161. https://doi.org/10.1016/j.actamat.2025.121161
4. Wang, W., Jiang, X., Tian, S., Liu, P., Lookman, T., Su, Y., & Xie, J. (2023). Alloy Synthesis and Processing by Semi-Supervised Text Mining. npj Computational Materials, 9(1), 183. https://doi.org/10.1038/s41524-023-01138-w
5. Wang, W., Jiang, X., Tian, S., Liu, P., Dang, D., Su, Y., Lookman, T., & Xie, J. (2022). Automated Pipeline for Superalloy Data by Text Mining. npj Computational Materials, 8(1), 9. https://doi.org/10.1038/s41524-021-00687-2