WUT Nano Key Lab

Xiuying Zhang
Associate Professor
Email:xyzhang25{at}whut.edu.cn

Education & Experience:

• Feb 2025 – Present: Wuhan University of Technology, Associate Professor

• Nov 2020 – Dec 2024: National University of Singapore, Research Fellow (Postdoctoral)

• Feb 2019 – Mar 2020: National University of Singapore, Joint PhD Student

• Sep 2015 – Jul 2020: Peking University, PhD in Condensed Matter Physics

• Sep 2011 – Jun 2015: Beijing Normal University, BSc in Physics

Research Interests:

• AI for materials design and property prediction

• First-principles calculations

• Transistor device optimization for integrated circuits

• Metal-ionic batteries

Selected Publications:

1.Xiuying Zhang, Linqiang Xu, Jing Lu, Zhaofu Zhang, and Lei Shen, Physics-integrated neural network for quantum transport prediction of field-effect transistors, Phys. Rev. Appl. 23, 034066 (2025).

2. Ziduo Yang, Yiming Zhao, Xiaoqing Liu, Xiuying Zhang, Yifan Li, et. al., Scalable crystal structure relaxation using an iteration-free deep generative model with uncertainty quantification, Nat. Commun. 15, 8148 (2024).

3.Xiuying Zhang, Yiming Zhao, Zhigang Song, and Lei Shen, Physically explainable statistical learning of flat bands in stoichiometric materials from the periodic table, Phys. Rev. Mater.XA10637M (2023).

4. Chaofei Liu^§,Xiuying Zhang^§, Xinyun Wang^§, Ziying Wang^§,et al., Ferroelectricity in niobium oxide dihalides NbOX₂(X=Cl, I): a macroscopic- to microscopic-scale study, ACS Nano, 17(8), 7170–7179 (2023).

5.Xiuying Zhang, Jun Zhou, Jing Lu, and Lei Shen, Interpretable learning of voltage for electrode design of multivalent metal-ion batteries,npj Comput. Mater.8, 175 (2022).

6. Zejun Li^§,Xiuying Zhang^§, Xiaoxu Zhao^§,et al., Imprinting ferromagnetism and superconductivity in single atomic layers of molecular superlattices, Adv. Mater. 32(25), 1907645 (2020).

7. Shengtang Liu, Xiuying Zhang, Shitao Wu, et al., Crepe cake structured layered double hydroxide/sulfur/graphene as a positive electrode material for Li–S batteries, ACS Nano 14(7), 8220-8231 (2020).

8.Xiuying Zhang, Chen Yang, Yuanyuan Pan, et al., Monolayer GaS with high ion mobility and capacity as a promising anode battery material, J. Mater. Chem. A 7(23), 14042-14050 (2019).

9.Xiuying Zhang^§, Yuanyuan Pan^§, Meng Ye, et al., Three-layer phosphorene-metal interfaces. Nano Res. 11(2), 707–721 (2018).