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韩小琪

Xiaoqi Han

中国人民大学 · 物理学院 · 博士

Renmin Univ. · Physics · Ph.D. Candidate

📧 hanxiaoqi@ruc.edu.cn
📞 18586147407

韩小琪,中国人民大学物理学院博士研究生。研究方向为人工智能驱动的材料逆向设计,涵盖高温超导体预测、蛋白质-配体对接、材料物相对比学习、声子稳定性基准等。在 npj Computational MaterialsJournal of Medicinal ChemistryPhysical Review BChinese Physics Letters 等期刊发表和在投论文 13 篇,其中第一/共一作者 10 篇, 总被引 220 余次。开发 PhononBench,分钟级晶体声子谱快速计算平台,累计使用已超 10,000 次。

Xiaoqi Han is a Ph.D. candidate at the School of Physics, Renmin University of China. His research focuses on AI-driven inverse design of materials, including high-temperature superconductor prediction, protein–ligand docking, contrastive learning for material phases, and phonon stability benchmarking. He has published or submitted 13 papers in journals such as npj Computational Materials, Journal of Medicinal Chemistry, Physical Review B, and Chinese Physics Letters, including 10 papers as first or co-first author, with over 220 total citations. He developed PhononBench, a minute-level crystal phonon spectrum calculation platform that has been used more than 10,000 times.

经历

Experience

2024–至今Present
中国人民大学 · 博士研究生Renmin Univ. · Ph.D. Candidate
人工智能加速材料发现 · 物理学AI for Materials Discovery · Physics · 中国科协青年科技人才培育工程博士生专项计划CAST Young Sci-Tech Talent Program
2022–2024
北京碳硅智慧 · 算法工程师Carbonsilicon AI · Algorithm Engineer
人工智能加速药物研发AI for Drug Discovery · 2次年度表彰2× Annual Excellence Award
2019–2022
中国人民大学 · 硕士研究生Renmin Univ. · M.S. Candidate
人工智能加速相变发现 · 理论物理AI for Phase Transitions · Theoretical Physics · 中国人民大学一等学业奖学金RUC First-Class Academic Scholarship
2015–2019
内蒙古科技大学 · 本科生Inner Mongolia Univ. of Sci. & Tech. · B.S.
应用物理Applied Physics · 专业第一Top 1%

论文

Publications

总被引 220+ 次 · 截至 2026 年 5 月 Total citations: 220+ · As of May 2026

C Shen#, X Han#, H Cai#, T Chen, Y Kang, P Pan, X Ji, CY Hsieh, Y Deng, ...
Journal of Medicinal Chemistry 68 (2), 1956-1969 (2025) 8
XQ Han, PJ Guo, ZF Gao, H Sun, ZY Lu
npj Computational Materials 11, 364 (2025) 6
XQ Han, XD Wang, MY Xu, Z Feng, BW Yao, PJ Guo, ZF Gao, ZY Lu
Chinese Physics Letters 42 (2), 027403 (2025) 77
XQ Han, Z Ouyang, PJ Guo, H Sun, ZF Gao, ZY Lu
Chinese Physics Letters 42 (4), 047301 (2025) 25
Z Ouyang#, BW Yao#, XQ Han#, PJ Guo, ZF Gao, ZY Lu
Physical Review B 111 (14), L140501 (2025) 21
BW Yao#, Z Ouyang#, XQ Han#, CJ Wu, PJ Guo, ZF Gao, ZY Lu
Physical Review B (2025) 2
XQ Han, SS Xu, Z Feng, RQ He, ZY Lu
Chinese Physics Letters 40 (2), 027501 (2023) 10
XQ Han, ZF Gao, PJ Guo, ZY Lu
ResearchGate / Preprint (2025) 2
H Cai, C Shen, T Jian, X Zhang, T Chen, X Han, Z Yang, W Dang, ...
Chemical Science 15 (4), 1449-1471 (2024) 66
JQ Wang, XQ Han, PJ Guo, RQ He, ZF Gao, ZY Lu
Neural Networks, 108467 (2025) 1
JF Zhang, ZF Gao, XQ Han, B Zhan, D Lv, M Gao, K Liu, X Ren, ZY Lu, ...
arXiv:2603.18876 (2026)

荣誉与奖项

Honors & Awards