Concepedia

Efficient time-variant reliability analysis of Bazimen landslide in the Three Gorges Reservoir Area using XGBoost and LightGBM algorithms

Wengang Zhang, Chongzhi Wu, Libin Tang, Xin Gu, Lin Wang

Gondwana Research · 2022 · 152 citations · 54 references

DOI

Concepts

References

54

XGBoost

2016 · 48.6K citations · Full text

, , +15

A Closed‐form Equation for Predicting the Hydraulic Conductivity of Unsaturated Soils

Martinus Th. van Genuchten · Soil Science Society of America Journal · 1980 · 27.4K citations

, , +17

LightGBM: A Highly Efficient Gradient Boosting Decision Tree

Guolin Ke, Qi Meng, Thomas Finley et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2017 · 9.5K citations · Full text

, , +16

A new model for predicting the hydraulic conductivity of unsaturated porous media

Yechezkel Mualem · Water Resources Research · 1976 · 8.2K citations

, , +17

Characterization of geotechnical variability

Kok‐Kwang Phoon, Fred H. Kulhawy · Canadian Geotechnical Journal · 1999 · 2.3K citations

, , +13