Rana Muhammad Adnan

Monthly runoff forecasting based on LSTM–ALO model

Xiaohui Yuan, Chen Chen, Xiaohui Lei et al. · Stochastic Environmental Research and Risk Assessment · 2018 · 343 citations

Natural Resources, Hydrology, Meteorology +14

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

Improving streamflow prediction using a new hybrid ELM model combined with hybrid particle swarm optimization and grey wolf optimization

Rana Muhammad Adnan, Reham R. Mostafa, Özgür Kişi et al. · Knowledge-Based Systems · 2021 · 215 citations

Natural Resources, Hydrology, Water Resources Management +16

Estimating reference evapotranspiration using hybrid adaptive fuzzy inferencing coupled with heuristic algorithms

Rana Muhammad Adnan, Reham R. Mostafa, Abu Reza Md. Towfiqul Islam et al. · Computers and Electronics in Agriculture · 2021 · 123 citations

Natural Resources, Earth Sciences, Hydrology +13