Akram Abbaspour

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

Effect of sinusoidal corrugated bed on hydraulic jump characteristics

Akram Abbaspour, A Hosseinzadeh Dalir, D Farsadizadeh et al. · Journal of Hydro-environment Research · 2009 · 53 citations

Suspension Structure, Engineering, Mechanical Engineering +5

Characteristics of hydraulic jump on rough bed with adverse slope

Parastoo Parsamehr, Davoud Farsadizadeh, A Hosseinzadeh Dalir et al. · ISH Journal of Hydraulic Engineering · 2017 · 40 citations

Geotechnical Engineering, Engineering, Fluid Mechanics +11

Hydraulic Jump below Abrupt Asymmetric Expanding Stilling Basin on Rough Bed

Nafiseh Torkamanzad, A Hosseinzadeh Dalir, Farzin Salmasi et al. · Water · 2019 · 29 citations · Full text

Engineering, Fluid Mechanics, Mechanical Engineering +17

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