Yu WANG

  • OFFICE PHONE

    020-87111256

  • OFFICE

    C2-b402 (Guangzhou International Campus)

  • EMAIL

    roywangyu@scut.edu.cn

  • WEBSITE/LAB

    www.ywang.group

Biography

  • Professor Yu Wang joined the faculty of South China University of Technology (SCUT) in 2021, where he established the Emergent Materials and Intelligent TEM (EMIT) Lab. Prior to this appointment, he served as a postdoctoral researcher in the Department of Materials Science and Engineering at the University of California, Berkeley, for four years. Professor Wang earned his B.S. in Chemistry from Nanjing University in 2009 and his Ph.D. in Physical Chemistry from Xiamen University in 2016. He currently holds a joint professorship in the School of Emergent Soft Matter and the Center for Electron Microscopy at SCUT. Professor Wang has authored or co-authored over 30 peer-reviewed publications in top-tier journals. His contributions to emergent materials and advanced characterization techniques earned him recognition as a Zhujiang Talented Scholar in 2021.

Research Interests

  • Emergent Materials and Intelligent TEM (EMIT) Lab aims to advance the synthesis, characterization, and analysis of emergent functional materials via developing AI-driven combinational toolkit. Their research focuses on three interconnected areas:


    1. Intelligent Synthesis: Development of automated robotic systems for high-throughput chemical synthesis and sample preparation. AI-guided optimization of synthetic pathways enables real-time refinement based on structural and functional data.
    2. Intelligent Characterization: Innovation in transmission electron microscopy (TEM), including liquid-cell TEM hardware and machine learning algorithms for in situ and 4D-EM data analysis. These tools reveal atomic-scale structure-property relationships critical to material design.
    3. Artificial Intelligence: Deployment of AI for hierarchical material design, property prediction, and automated analysis of complex datasets from high-throughput and in situ experiments.

Awards & Honors

2021
Zhujiang Talented Scholar

Selected Publications

  • S. Zhou, X. Huang, J. Lin, et al., Y. Wang*. A Physics-Informed Synthetic-to-Experimental Framework for Few-Shot Structural Segmentation of HRTEM Images. npj Computational Materials, 2026.

  • X. Rao, X. Zhou, M. Li, et al., Y. Wang*, Z. Huang*. Liquid-Dependent Structural Responses of a Metal–Organic Framework Revealed by Liquid-Phase Three-Dimensional Electron Diffraction. J. Am. Chem. Soc., 2026.

  • Y. Huang, H. Long, K. Yang, Z. Li, et al., Y. Wang*. Applying the CRADLE Method: An Undergraduate Case Study on Machine Learning for Chiral Noble Metal Nanoparticles Using Literature-Mined Data. J. Chem. Educ., 2026.

  • X. Huang, L. Chen, Y. Liu, et al., Y. Wang*. Ultrafast 60-Second Synthesis of Meter-Scale Ni-Based Catalysts via Phosphomolybdic Acid Complexation for Durable Seawater Oxidation at 1 A cm⁻². Small, 2026.

  • Z. Li, X. Huang, Y. Jiang, et al., X. Cao*, Z. Tian*, Y. Wang*. Catassembly Triad: A Catalytic Framework for Enantioselective Chiral Molecular Assembly. J. Am. Chem. Soc., 2026.

Teaching

Undergraduate courses:

Introduction to AI for Chemistry and Materials Science

Research paper writing and scientific illustration

Graduate courses:

Scientific writing and Research Integrity.