Representative Paper Achievements

[1] Yazhou Wang, Changquan Wu, Wenjing Ji, Yao Wu, Shangquan Zhao, Xuerui Yang*, Yong Li, Naigen Zhou*. Machine learning-assisted precision inverse design research of ternary cathode materials: A new paradigm for material design, Journal of Colloid and Interface Science, 2025, 680: 505-517.

[2] Yazhou Wang, Xiao Huang, Wenjing Ji, Yao Wu, Shangquan Zhao, Yong Li*, Naigen Zhou*. Insights into the doping rules of heteroatom on Ni-rich ternary cathode stability by integrating high throughput calculation and machine learning, Journal of Energy Chemistry, 2025, 106: 161-172.

[3] Fang Shan, Fanglin Wu, Shangquan Zhao, Maider Zarrabeitia, Guk-Tae Kim, Jae-Kwang Kim, Naigen Zhou*, Stefano Passerini*. Adaptive Multi-Site Gradient Adsorption of Siloxane-Based Protective Layers Enable High Performance Lithium-Metal Batteries. Advanced Energy Materials, 2023, 13: 2302577.

1.  Machine Learning and DFT Calculation-Assisted Doping Modification of Ni-Rich Ternary Materials

[4] Xuerui Yang, Yaxin Huang, Jianhui Li, Weilin Huang, Wen Yang, Changquan Wu, Shijun Tang, Fucheng Ren, Zhengliang Gong*, Naigen Zhou*, Yong Yang*. Understanding of working mechanism of lithium difluoro(oxalato) borate in Li||NCM85 battery with enhanced cyclic stability. Energy Materials, 2023, 3: 300029.

2.  Development of Ultra-Thin and High-Tensile Copper Foil and Its Matching Application with Silicon-Carbon Anodes

3.  Preparation and Modification Technology of High-Performance Lithium (Alloy) Anode Materials

4.  Development of High-Performance Electrolytes Matching Medium-Ni Ternary Cathodes and Silicon-Carbon Anodes and Their Mechanism Research

5.  Development of Detection Methods for Residual Monomers and Polymerization Uniformity of In-Situ Cured Gel Electrolytes

6.  Development of Intelligent Design Program for Metallurgical Auxiliary Material Formulations

7.  Basic Research on Coke Seed Calcination Process

8.  Design of Alkali Metal Ion Battery Anode Materials Based on MXenes Surface Oxygen/Sulfur Modification

9.  Modification Technology of Ni-Rich Ternary Cathode Materials

10.      Research on Formation and Control of Crystal Defects in the Initial Stage of Seed-Assisted Directional Solidification of Polycrystalline Silicon

11.      Molecular Dynamics Simulation Research on Local Structural Characteristics and Formation of Amorphous Silicon Hydride Thin Films

12.      Molecular Dynamics Research on Nucleation and Control of Misfit Dislocations in Epitaxially Grown Crystal Thin Films

13.      Molecular Dynamics Simulation of Dislocation Formation and Inhibition at the Front of Directionally Solidified Silicon Crystals

14.      Molecular Dynamics Simulation of Structural Characteristics and Formation of a-Si:H Thin Films in HIT Solar Cells

15.      Design of Alkali Metal Ion Battery Anode Materials Based on MXenes Interface Regulation

16.      Molecular Dynamics Simulation of Twin Formation During Silicon Crystal Growth

17.      Molecular Dynamics Simulation of Melting and Crystallization Characteristics of Silicon Carbide

[5] Yuntong Peng, Zhongyong Zhang, Yazhou Wang, Naigen Zhou*, Yehor Brodnikovskyi. Exploring the feasibility of monolayer Mg₂N as an anode material for alkali metal ion batteries: A first principle calculation, Colloids and Surfaces A: Physicochemical and Engineering Aspects, 2023, 673: 131718.

Partial Patent Achievements

[1] A Gradient-Structured Solid-State Electrolyte Membrane, Its Preparation Method and Application. Authorized Year: 2024

[2] An Electrolyte and Lithium-Ion Battery. Authorized Year: 2024

[3] An Oxazole Compound, Its Synthesis Method and Application. Authorized Year: 2024

[4] A Method for Constructing a Stable Interface Film on Alkali Metal Surfaces Using Neutron Irradiation. Authorized Year: 2024

[5] A Synthesis Method and Application of MXene High-Efficiency Catalyst Containing Pyridine Structure. Authorized Year: 2023

[6] Preparation Method of Amorphous Silicon Hydride Thin Films. Authorized Year: 2023

[7] Fenton Reagent for Efficient Degradation of Organic Pollutants in Alkaline Environment and Its Application. Authorized Year: 2022

[8] A Cast Single Crystal Seed Laying Method with Large Bottom Red Zone and Few Short In-Situ Dislocations. Authorized Year: 2022

[9] A Composite Functional Material for Removing Radioactive Iodine and Its Application. Authorized Year: 2022

[10] An Adsorbent for Removing Radioactive Iodide Ions and Its Application. Authorized Year: 2022

[11] A Magnetic Molybdenum Disulfide and Its Application in Catalytic Degradation of Organic Dyes. Authorized Year: 2022

[12] A Preparation Method of Cast Monocrystalline Silicon with Large Monocrystalline Area Ratio and Low Dislocation Density. Authorized Year: 2021