Adnan Dehghani

Comparative evaluation of LSTM, CNN, and ConvLSTM for hourly short-term streamflow forecasting using deep learning approaches

Adnan Dehghani, Hamza Mohammad Zakir Hiyat Moazam, Fatemehsadat Mortazavizadeh et al. · Ecological Informatics · 2023 · 152 citations

Computing, Meteorology, Forecasting +15

A Novel Stacked Long Short-Term Memory Approach of Deep Learning for Streamflow Simulation

Majid Mirzaei, Haoxuan Yu, Adnan Dehghani et al. · Sustainability · 2021 · 55 citations · Full text

Natural Resources, Earth Sciences, Hydrology +17

Implementing generative adversarial network (GAN) as a data-driven multi-site stochastic weather generator for flood frequency estimation

Hong Kang Ji, Majid Mirzaei, Sai Hin Lai et al. · Environmental Modelling & Software · 2023 · 26 citations · Full text

Natural Resources, Hydrology, Meteorology +16

Electrical resistivity survey for predicting Samsor aquifer properties, southeast Iran

Gholam Reza Lashkaripour, Mohammad Ghafoori, Adnan Dehghani · 2005 · 19 citations

Natural Resources, Earth Sciences, Hydrology +17

Hybrids of machine learning techniques and wavelet regression for estimation of daily solar radiation

Sahar Mohsenzadeh Karimi, Majid Mirzaei, Adnan Dehghani et al. · Stochastic Environmental Research and Risk Assessment · 2022 · 14 citations

Natural Sciences, Earth Sciences, Meteorology +13