Sadra Shadkani

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 · 289 citations · Full text

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 · 62 citations

Engineering, Machine Learning, Data Science +13

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 · 31 citations

Environmental Monitoring, Engineering, Data Science +7

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 · 28 citations

Coastal Management, Engineering, Machine Learning +14

Prediction of suspended sediment concentration in fluvial flows using novel hybrid deep learning model

Sadra Shadkani, Yousef Hemmatzadeh, Amirreza Pak et al. · International Journal of Sediment Research · 2025 · 23 citations · Full text