Chenglong Cao

Groundwater quality evolution across China

Qing Zhou, Jiangjiang Zhang, Shuyou Zhang et al. · Nature Communications · 2025 · 43 citations · Full text

Natural Resources, Earth Sciences, Hydrology +17

A Novel Deep Learning Approach for Data Assimilation of Complex Hydrological Systems

Jiangjiang Zhang, Chenglong Cao, Tongchao Nan et al. · Water Resources Research · 2024 · 41 citations · Full text

Computing, Earth Sciences, Hydrology +17

A Deep Learning‐Based Data Assimilation Approach to Characterizing Coastal Aquifers Amid Non‐Linearity and Non‐Gaussianity Challenges

Chenglong Cao, Jiangjiang Zhang, Gan Wei et al. · Water Resources Research · 2024 · 18 citations · Full text

Computing, Earth Sciences, Water Resources Management +14

Effective Characterization of Fractured Media With PEDL: A Deep Learning‐Based Data Assimilation Approach

Tongchao Nan, Jiangjiang Zhang, Yifan Xie et al. · Water Resources Research · 2024 · 15 citations · Full text

Engineering, Earth Sciences, Geological Engineering +17

Parameter estimation and uncertainty quantification of rainfall-runoff models using data assimilation methods based on deep learning and local ensemble updates

Lei Yao, Jiangjiang Zhang, Chenglong Cao et al. · Environmental Modelling & Software · 2025 · 11 citations · Full text

Natural Resources, Hydrology, Water Resources Management +16