西安交通大学，材料科学与工程学院，材料创新设计中心

西安交通大学, 西安, 710049, 中国

个人主页：https://gr.xjtu.edu.cn/zhouyuxing

邮箱：yuxing.zhou@xjtu.edu.cn

研究领域

相变存储材料的跨尺度模拟

机器学习势函数的开发和应用

工作及教育经历

2026.7 – 今，教授 西安交通大学材料学院材料创新设计中心

2025.8 – 2026.6，The Eric and Wendy Schmidt AI in Science Postdoctoral Fellow 英国牛津大学化学系

2025.1 – 2025.7，博士后研究员 英国牛津大学化学系

2020.10 – 2024.12，博士 英国牛津大学化学系

2018.9 – 2020.6，硕士 西安交通大学材料科学与工程学院

2014.9 – 2018.6，学士 西安交通大学材料科学与工程学院

获奖

2025 The Eric and Wendy Schmidt AI in Science Fellowship at Oxford University

2024 Best Oral Award at European Phase-Change and Ovonic Symposium (E\PCOS)

2019 Excellent Poster Presentation at PRICM10

2019 Best Poster Award at 3rd lEEE International Workshop on Future Computing

学术成果

谷歌学术: scholar.google.com/citations?user=e2bnb2cAAAAJ&hl=en-gb

Selected publications (# indicates co-first authors and * indicates corresponding authors):

1.Y. Zhou, W. Zhang*, E Ma, V. L. Deringer*, Device-scale atomistic modelling of phase-change memory materials, Nat. Electron., 6, 746–754 (2023).

2.Y. Zhou, D. F. Thomas du Toit, S. R. Elliott, W. Zhang^*, V. L. Deringer^*, Full-cycle device-scale simulations of memory materials with a tailored atomic-cluster-expansion potential, accepted in Nat. Commun., 16, 8688 (2024).

3.Y. Zhou, W. Kirkpatrick, V. L. Deringer*, Cluster Fragments in Amorphous Phosphorus and their Evolution under Pressure, Adv. Mater., 34, 2107515 (2022).

4.Y. Zhou, S. R. Elliott, V. L. Deringer*, Structure and bonding in amorphous red phosphorus, Angew. Chem. Int. Ed., 62, e202216658 (2023).

5.K. Y. Ding^#, J. J. Wang^#, Y. Zhou^#, H. Tian^#, L. Lu, R. Mazzarello, C. Jia, W. Zhang*, F. Rao*, E. Ma*, Phase-change heterostructure enables ultralow noise and drift for memory operation, Science, 366, 210–215 (2019).

6. F. Rao^#*, K. Y. Ding^#, Y. Zhou^#, Y. H. Zheng, M. J. Xia, S. L. Lv, Z. T. Song*, S. L. Feng, I. Ronneberger, R. Mazzarello, W. Zhang*, E. Ma, Reducing the stochasticity of crystal nucleation to enable subnanosecond memory writing, Science, 358, 1423–1427 (2017).