Sajjad Hashemi

Predicting Standardized Streamflow index for hydrological drought using machine learning models

S. Shamshirband, Sajjad Hashemi, Hana Salimi et al. · Engineering Applications of Computational Fluid Mechanics · 2020 · 296 citations · Full text

Natural Resources, Hydrology, Visualization +17

Comparative study of multilayer perceptron-stochastic gradient descent and gradient boosted trees for predicting daily suspended sediment load: The case study of the Mississippi River, U.S.

Sadra Shadkani, Akram Abbaspour, Saeed Samadianfard et al. · International Journal of Sediment Research · 2020 · 64 citations

Natural Resources, Hydrology, Forecasting +15

Random Forest and Multilayer Perceptron hybrid models integrated with the genetic algorithm for predicting pan evaporation of target site using a limited set of neighboring reference station data

Sadra Shadkani, Sajjad Hashemi, Amirreza Pak et al. · Earth Science Informatics · 2024 · 37 citations

Natural Sciences, Environmental Engineering, Environmental Sciences +17

Wind Speed Prediction Using a Hybrid Model of the Multi-Layer Perceptron and Whale Optimization Algorithm

Saeed Samadianfard, Sajjad Hashemi, Katayoun Kargar et al. · Energy Reports · 2020 · 34 citations · Full text

Natural Sciences, Meteorology, Forecasting +12

Hybrid models for suspended sediment prediction: optimized random forest and multi-layer perceptron through genetic algorithm and stochastic gradient descent methods

Saeed Samadianfard, Katayoun Kargar, Sadra Shadkani et al. · Neural Computing and Applications · 2021 · 30 citations

Computing, Earth Sciences, Machine Learning +14