- Qian W, Qu M, Wu H, Su Y, Shan S, Zhang Z, Liu J, Lin X*. Modeling of the adsorption rate of geniposide on granular adsorbent under different conditions considering several mass transfer mechanisms, Chemical Engineering Science, 2025, 311, 121551. (三大化工经典期刊，化工领域高质量科技期刊分级T1, 学校Top期刊）.
- Wu T (学生), Song J, Hu Y, Qiu Q, Tang J, Peng W, Fu X, Lin X*. Methodological Roadmap for Machine Learning in Deep Eutectic Solvent Research: A Framework-Driven Review and Perspective, Industrial & Engineering Chemistry Research, 2025, 64(34): 16443–16465. (三大化工经典期刊，化工领域高质量科技期刊分级T1, 学校Top期刊).
- Qian W, Wang P, Huang Y, Tang J, Shi C, Yang J*, Lin X*, 3D simulation of flow field heterogeneity impact on mass transfer for emodin recovery in a packed adsorption column, Journal of Chromatography A, 2026, 1783, 467178. (SCI 2区Top期刊).
- Shi C (学生), Li G, Qiu Q, Song J, Peng W, Hu L, Lin X*. Synergistic p-p interactions and hydrogen bonding in imide-linked covalent organic framework for selective adsorption of 5-hydroxymethylfurfural from biomass hydrolysates, Separation and Purification Technology, 2025, 378, 134710. (SCI 2区Top期刊，化工领域高质量科技期刊分级T1).
- Hu Y (学生), Shi C, Wu T, Qiu Q, Song J, Hu L, Lin X*. Tailoring hydrophobic deep eutectic solvents for sustainable and high-efficiency recovery of organic acids and furan aldehydes from sugarcane bagasse hydrolysate. Biomass and Bioenergy, 2025, 202, 108214（SCI 2区期刊）..
- Wu T (学生), Zhan P, Chen W, Lin M, Qiu Q, Hu Y, Song J, Lin X*. ChemBERTa embeddings and ensemble learning for prediction of density and melting point of deep eutectic solvents with hybrid features, Computers & Chemical Engineering, 2025, 196, 109065. (SCI 2区期刊，Total publications in 2024: 324, China’s contribution: 18.8%).
- Mai Y (学生), Xie K, Liang S, Li G, Song J, Shi C, Song Z, Lin X*. Efficient extraction of 5-hydroxymethylfurfural from multi-components aqueous solution by hydrophobic deep eutectic solvents, Separation and Purification Technology, 2025, 359, 130572. (SCI 1区Top期刊，化工领域高质量科技期刊分级T1).
- Li B (学生), Feng S, Huang J, Hu Y, Chen X, Fu X, Lin X*. Facile fractionation of poplar by a novel ternary deep eutectic solvent (DES) for cellulosic ethanol production under mild pretreatment conditions, Industrial Crops and Products, 2025, 223: 120132 (SCI 1区Top期刊，学校Top期刊).
- Fu X (学生), Liu J, Zhang X, Liu Y, Wu T, Lin X*. High-performance removal of methylene blue dye using porous lignin extracted from sugarcane bagasse by deep eutectic solvent, International Journal of Biological Macromolecules, 2024, 279: 135470. (SCI 1区 Top期刊，学校Top期刊).
- Xian X (学生), Li B, Feng S, Huang J, Fu X, Wu T, Lin X*. Enhanced bioethanol production from sugar cane bagasse: Combination of liquid hot water and deep eutectic solvent pretreatment for optimized enzymatic saccharification, Frontiers of Chemical Science and Engineering, 2024, 18(8): 85. (中国工程院院刊“1+9+1”系列期刊之一).