A novel cellular automata model integrated with deep learning for dynamic spatio-temporal land use change simulation. - Weiran Xing; Yuehui Qian; Xuefeng Guan; Tingting Yang; Huayi Wu (Comput. Geosci., 2020)

Development Process, Quantitative Models, and Future Directions in Driving Analysis of Urban Expansion. - Xuefeng Guan; Jingbo Li; Changlan Yang; Weiran Xing (ISPRS Int. J. Geo Inf., 2023)

HGAT-VCA: Integrating high-order graph attention network with vector cellular automata for urban growth simulation. - Xuefeng Guan; Weiran Xing; Jingbo Li; Huayi Wu (Comput. Environ. Urban Syst., 2023)

How can SHAP (SHapley Additive exPlanations) interpretations improve deep learning based urban cellular automata model? - Changlan Yang; Xuefeng Guan; Qingyang Xu; Weiran Xing; Xiaoyu Chen; Jinguo Chen; Peng Jia 001 (Comput. Environ. Urban Syst., 2024)

Enhancing outlying growth simulation in urban cellular automata via intelligent extraction-fusion of land suitability and neighborhood effects: a case study of Wuhan, China. - Qingyang Xu; Xuefeng Guan; Changlan Yang; Weiran Xing; Xiaoyu Chen; Huayi Wu (Geo spatial Inf. Sci., 2025)