A Hybrid 3DVar-EnKF Data Assimilation Approach Based on Multilayer Perceptron. - Lilan Huang; Hongze Leng; Junqiang Song; Juan Zhao 006; Rui Chen; Dongzi Wang (IJCNN, 2020)

A Data-Driven Method for Hybrid Data Assimilation with Multilayer Perceptron. - Lilan Huang; Hongze Leng; Xiaoyong Li 002; Kaijun Ren; Junqiang Song; Dongzi Wang (Big Data Res., 2021)

Exploration of Deep-Learning-Based Error-Correction Methods for Meteorological Remote-Sensing Data: A Case Study of Atmospheric Motion Vectors. - Hang Cao; Hongze Leng; Jun Zhao; Xiaodong Xu; Jinhui Yang; Baoxu Li; Yong Zhou; Lilan Huang (Remote. Sens., 2024)

XiChen: An observation-scalable fully AI-driven global weather forecasting system with 4D variational knowledge. - Wuxin Wang; Weicheng Ni; Lilan Huang; Tao Hao; Ben Fei; Shuo Ma; Taikang Yuan; Yanlai Zhao; Kefeng Deng; Xiaoyong Li 002; Boheng Duan; Lei Bai 001; et al. (CoRR, 2025)

RDHNet: addressing rotational and permutational symmetries in continuous multi-agent systems. - Dongzi Wang; Lilan Huang; Muning Wen; Yuanxi Peng; Minglong Li; Teng Li 011 (Frontiers Comput. Sci., 2025)