个人简历

瑞典皇家工学院生物技术和计算专业毕业，现为副研究员，硕士生导师，入选浙江省海外高层次人才，杭州电子科技大学第六层次人才。近年来以第一/通讯作者在生物材料和生物信息领域国际知名刊物上发表SCI论文50余篇，发明专利多项，主持或者参与浙江省自然科学基金，国家自然科学基金多项。目前担任《Nanoscale》，《Journal of Physical Chemistry》等多个著名国际刊物审稿人。
代表性科研项目
1. 国家自然科学基金青年，二维固态纳米孔DNA测序的计算模拟，2016.1-2018.12
2. 国家自然科学基金面上项目，仿生石墨烯纳米孔道中基因传递的多尺度模拟研究，2017.1-2020.12
3. 国家自然科学基金面上项目，基于传递机制及微观结构的研究设计具有较优CO2分离性能的混合基质膜，2020.1-2023.12.
4. 浙江省自然科学基金，基于机器学习的方法设计具有特定性质的石墨烯衍生物，2021.1-2023.12。
5. 中国博士后基金，机器学习探索海水淡化机制，2021.1-2022.12。
知识产权
实用新型专利 3项

研究领域

1. 机器学习在分子光谱，材料分子毒性预测中的应用
2. 药物传递系统及离子跨膜转运
3. 真空原位设备研发""

近期论文

1. L.J. Liang*, J.W. Shen*, Z. Zhang, Q. Wang*, DNA sequencing by two-dimensional materials: As theoretical modeling meets experiments. Biosensors & Bioelectronics, 2017, 89, 280–292. (SCI, 一区, IF = 10.018)
2. J.W. Shen*, Z. Kong; L. Zhang; L.J. Liang*. Controlled interval of aligned carbon nanotubes arrays for water desalination: a molecular dynamics simulation study. Desalination, 2016, 395, 28–32.( SCI, 一区,IF = 6.035）
3. Y. Kang. Z. Zhang, H. Shi, J.Q. Zhang, L.J. Liang*, Qi Wang*, Hans Agren and Yaoquan Tu. Na+ and K+ ion selectivity by size-controlled biomimetic graphene nanopores. Nanoscale, 2014, 6,10666–10672. (SCI, 一区,IF =6.970)
4. Z. Zhang, J.W. Shen, H.B. Wang, Q. Wang*, J.Q. Zhang, L.J. Liang*, H. Agren, Y. Tu. Effects of Graphene nanopore Geometry on DNA sequencing. Journal of Physical Chemical Letter, 2014, 5, 1602–1607. (SCI, 一区,IF =7.329)
5. L.J. Liang, Y. Zhang, Z. Kong, F. Liu, J.W. Shen*, Z.W. He, H.B. Wang*. DNA fragment translocation through the lipid membrane assisted by carbon nanotube, International Journal of Pharmaceutics, 2020, 574, 118921 (SCI, 二区,IF = 4.213).
6. M.D. Zhou, J.W. Shen*, L. Zhang, L.J. Liang*. Understanding the size effect of graphene quantum dots on protein adsorption, Colloids and Surfaces B: Biointerfaces, 2019, 174, 575-581. (SCI, 二区,IF =3.973)
7. L.J. Liang, F. Liu, Z. Kong, J.W. Shen*, H. B. Wang, L.H. Li*. Theoretical studies on key factors in DNA sequencing using atomically thin molybdenum disulfide nanopores. Physical Chemistry Chemical Physics, 2018,20, 28886-28893. (SCI, 二区,IF = 3.567)
8. L.J. Liang*, Z. Zhang*, J.W. Shen, X.Y. Liu*, Pressing Carbon Nanotubes Triggers Better Ion Selectivity. Journal of Physical Chemistry C, 2017, 121(35): 19512–19518. (SCI, 二区,IF = 4.309)
9. L.J. Liang, J. C. Li, L. Zhang, Z. S. Zhang, J.W. Shen*, L. H. Li*, J. Y. Wu. Computer simulation of water desalination through boron nitride nanotubes. Physical Chemistry Chemical Physics, 2017, 19, 30031–30038. (SCI, 二区,IF = 3.567)
10. L.J. Liang*, J.W. Shen*, Q. Wang. Molecular dynamics study on DNA nanotubes as drug delivery vehiclefor anticancer drugs. Colloids and Surfaces B: Biointerfaces, 2017, 153, 168–173. (SCI, 二区, IF =3.973)