Xiaofan Gui

Critical role of climate factors for groundwater potential mapping in arid regions: Insights from random forest, XGBoost, and LightGBM algorithms

Xu Guo, Xiaofan Gui, Hanxiang Xiong et al. · Journal of Hydrology · 2023 · 135 citations

Engineering, Hydrogeophysics, Groundwater Potential Mapping +7

Low latency carbon budget analysis reveals a large decline of the land carbon sink in 2023

Piyu Ke, Philippe Ciais, Stephen Sitch et al. · National Science Review · 2024 · 51 citations · Full text

Battery lifetime prediction across diverse ageing conditions with inter-cell deep learning

Han Zhang, Yuqi Li, Shun Zheng et al. · Nature Machine Intelligence · 2025 · 46 citations · Full text

Engineering, Aging, Machine Learning +28

Designing dynamic groundwater management strategies through a composite groundwater vulnerability model: Integrating human-related parameters into the DRASTIC model using LightGBM regression and SHAP analysis

Xu Guo, Hanxiang Xiong, Haixue Li et al. · Environmental Research · 2023 · 31 citations

Groundwater Quality, Hydrogeology, Lightgbm Regression +11

Spatial prediction of groundwater potential by various novel boosting-based ensemble learning models in mountainous areas

Hanxiang Xiong, Xu Guo, Yuzhou Wang et al. · Geocarto International · 2023 · 24 citations · Full text

Environmental Monitoring, Engineering, Ensemble Learning Models +17