Zhongmin Liang

Daily streamflow prediction using optimally pruned extreme learning machine

Rana Muhammad Adnan, Zhongmin Liang, Slaviša Trajković et al. · Journal of Hydrology · 2019 · 286 citations

Natural Resources, Data Science, Hydrology +14

Least square support vector machine and multivariate adaptive regression splines for streamflow prediction in mountainous basin using hydro-meteorological data as inputs

Rana Muhammad Adnan, Zhongmin Liang, Salim Heddam et al. · Journal of Hydrology · 2019 · 267 citations

Natural Resources, Earth Sciences, Hydrology +15

Bayesian LSTM With Stochastic Variational Inference for Estimating Model Uncertainty in Process‐Based Hydrological Models

Dayang Li, Lucy Marshall, Zhongmin Liang et al. · Water Resources Research · 2021 · 102 citations

Computing, Earth Sciences, Hydrology +17

A data-driven SVR model for long-term runoff prediction and uncertainty analysis based on the Bayesian framework

Zhongmin Liang, Yujie Li, Yiming Hu et al. · Theoretical and Applied Climatology · 2017 · 95 citations

Natural Resources, Computational Engineering, Hydrology +17

Combination of Multiple Data-Driven Models for Long-Term Monthly Runoff Predictions Based on Bayesian Model Averaging

Huaping Huang, Zhongmin Liang, Binquan Li et al. · Water Resources Management · 2019 · 87 citations

Natural Resources, Data Science, Hydrology +16