A Deep Material Network for Multiscale Topology Learning and Accelerated Nonlinear Modeling of Heterogeneous Materials. - Zeliang Liu; C. T. Wu; M. Koishi (CoRR, 2018)

Study on the Anti-Theft Technology of Museum Cultural Relics Based on Internet of Things. - Zeliang Liu; Min Wang 017; Shikai Qi; Changchun Yang (IEEE Access, 2019)

Exploring the 3D architectures of deep material network in data-driven multiscale mechanics. - Zeliang Liu; C. T. Wu (CoRR, 2019)

Deep material network with cohesive layers: Multi-stage training and interfacial failure analysis. - Zeliang Liu (CoRR, 2019)

Intelligent multiscale simulation based on process-guided composite database. - Zeliang Liu; Haoyan Wei; Tianyu Huang; Chengtang Wu (CoRR, 2020)

Machine learning for metal additive manufacturing: Predicting temperature and melt pool fluid dynamics using physics-informed neural networks. - Qiming Zhu; Zeliang Liu; Jinhui Yan (CoRR, 2020)

Cell division in deep material networks applied to multiscale strain localization modeling. - Zeliang Liu (CoRR, 2021)

Drug distribution management system based on IoT. - Zeliang Liu; Chunmei Zhang; Hui Peng; Qin Xu; Yubao Gao (KSII Trans. Internet Inf. Syst., 2022)