• 机器学习辅助的复杂高分子体系的理论和模拟研究

• 高性能数值计算方法与软件开发

• 高分子超薄膜结晶的理论和实验研究

1.       Liu JY, Zhang YC, Liu YX*. Accelerating field-based simulations of block copolymers by exploring symmetry of chain architectures, Chinese J. Polym. Sci. 2026, 44: 1553-1561.

2.       Huang W, Zhang Y, Liu YX*. A unified approach to phase equilibria in multi-component polymer systems with effective chemical potential,Chinese J. Polym. Sci. 2025, 43: 1681-1689.

3.       Zhang Y, Huang W, Liu YX*. Automated chain architecture screening for discovery of block copolymer assembly with graph enhanced self-consistent field theory, Commun. Mater.2024, 5: 266.

4.       Zhang Y, Huang W, Liu YX*. Automated identification of ordered phases for simulation studies of block copolymers, Chinese J. Polym. Sci.2024, 42: 683-692.

5.       Liu Z, Liu YX*, Yang Y, Li J*. Template design for complex block copolymer patterns using a machine learning method, ACS Appl. Mater. Interfaces2023, 15: 31049-31056.

6.       Yu J, Shen Z, Lu W, Zhu Y, Liu YX*, Neher D, Koch N, Lu G*. Composition waves in solution-processed organic films and its propagations from kinetically frozen surface mesophases, Adv. Funct. Mater.2023, 33: 2302089.

7.       Li W*, Liu YX*. Simplicity in mean-field phase behavior of two-component miktoarm star copolymers, J. Chem. Phys.2021, 154: 014903.

8.       Song JQ, Liu YX*, Zhang HD. Removal pathways of out-of-plane defects in thin films of lamellar forming block copolymers, Macromolecules2018, 51: 4201-4212.

9.       Liu YX, Delaney KT, Fredrickson GH*. Field-theoretic simulations of fluctuation-stabilized aperiodic bricks-and-mortar mesophase in miktoarm star block copolymer/homopolymer blends, Macromolecules2017, 50: 6263-6272.

10.    Song JQ, Liu YX*, Zhang HD. A surface interaction model for self-assembly of block copolymers under soft confinement, J. Chem. Phys.2016, 145: 214902.

• 上海市浦江人才计划（2018）