Yan Liu

When physics meets machine learning: a survey of physics-informed machine learning

Chuizheng Meng, Sam Griesemer, Defu Cao et al. · Machine learning for computational science and engineering · 2025 · 77 citations · Full text

Substituent Effects on the Properties Related to Detonation Performance and Sensitivity for 2,2′,4,4′,6,6′-Hexanitroazobenzene Derivatives

Yan Liu, Xuedong Gong, Lianjun Wang et al. · The Journal of Physical Chemistry A · 2011 · 76 citations

Engineering, Theoretical Inorganic Chemistry, Organic Chemistry +17

Leveraging the attention mechanism to improve the identification of DNA N6-methyladenine sites

Ying Zhang, Yan Liu, Jian Xu et al. · Briefings in Bioinformatics · 2021 · 74 citations · Full text

SAResNet: self-attention residual network for predicting DNA-protein binding

Long-Chen Shen, Yan Liu, Jiangning Song et al. · Briefings in Bioinformatics · 2021 · 55 citations · Full text

A theoretical investigation on the structures, densities, detonation properties and pyrolysis mechanism of the nitro derivatives of toluenes

Guixiang Wang, Xuedong Gong, Yan Liu et al. · Journal of Hazardous Materials · 2009 · 54 citations

Chemical Engineering, Nitro Derivatives, Engineering +11