• 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

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2.       Zhang, Y.; Huang, W.; Liu, Y. X.*; “Automated Identification of Ordered Phases for Simulation Studies of Block Copolymers” Chinese J. Polym. Sci.2024, 42, 683-692.

3.       Liu, Z.; Liu, Y. X.*; Yang, Y.; Li, J.*; “Template Design for Complex Block Copolymer Patterns Using a Machine Learning Method” ACS Appl. Mater. Interfaces2023, 15, 31049-31056.

4.       Yu, J.; Shen, Z.; Lu, W.; Zhu, Y.; Liu, Y. X.*; 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.

5.       Li, W.*; Liu, Y. X.*; “Simplicity in Mean-field Phase Behavior of Two-component Miktoarm Star Copolymers” J. Chem. Phys.2021, 154, 014903.

6.       Song, J. Q.; Liu, Y. X.*; Zhang, H. D.; “Removal Pathways of Out-of-plane Defects in Thin Films of Lamellar Forming Block Copolymers” Macromolecules2018, 51, 4201-4212.

7.       Liu, Y. X.; Delaney, K. T.; Fredrickson, G. H.*; “Field-Theoretic Simulations of Fluctuation-Stabilized Aperiodic Bricks-and-Mortar Mesophase in Miktoarm Star Block Copolymer/Homopolymer Blends” Macromolecules2017, 50, 6263-6272.

8.       Song, J. Q.; Liu, Y. X.*; Zhang, H. D.; “A Surface Interaction Model for Self-assembly of Block Copolymers under Soft Confinement” J. Chem. Phys.2016, 145, 214902.

9.       Liu, Y. X.*; Zhang, H. D.; “Exponential time differencing methods with Chebyshev collocation for polymers confined by interacting surfaces” J. Chem. Phys.2014, 140, 224101.

10.    Liu, Y. X.*; Zhang, H. D.*; Tong, C. H.; Yang, Y. L.; “Microphase Separation and Phase Diagram of Concentrated Diblock Copolyelectrolyte Solutions Studied by Self-Consistent Field Theory Calculations in Two-Dimensional Space” Macromolecules2011, 44, 8261–8269.

• 上海市浦江人才计划（2018）