The application of soft computing models and empirical formulations for hydraulic structure scouring depth simulation: a comprehensive review, assessment and …

A Sharafati, M Haghbin, D Motta, ZM Yaseen - Archives of computational …, 2021 - Springer
Prediction of scouring characteristics is one of the major issues in hydraulic and hydrology
engineering. Over the past five decades, numerous empirical formulations (EFs), based on …

The potential of new ensemble machine learning models for effluent quality parameters prediction and related uncertainty

A Sharafati, SBHS Asadollah… - Process Safety and …, 2020 - Elsevier
Accurate simulation of wastewater effluent parameters is a vital concern to reduce the
operational costs of a wastewater treatment plant. In this way, a reliable predictive model is a …

[HTML][HTML] Solar radiation estimation in different climates with meteorological variables using Bayesian model averaging and new soft computing models

G Zhang, SS Band, C Jun, SM Bateni, HM Chuang… - Energy Reports, 2021 - Elsevier
Solar radiation (SR) is considered as a critical factor in determining energy management. In
this research, the potential of the Bayesian averaging model (BMA) was investigated for …

Mathematical expression of discharge capacity of compound open channels using MARS technique

A Parsaie, AH Haghiabi - Journal of Earth System Science, 2017 - Springer
In this paper, analytical methods, artificial neural network (ANN) and multivariate adaptive
regression splines (MARS) techniques were utilised to estimate the discharge capacity of …

Physical and numerical modeling of performance of detention dams

A Parsaie, HM Azamathulla, AH Haghiabi - Journal of Hydrology, 2020 - Elsevier
In this study, the trap efficiency (TE) of detention dams was investigated using a laboratory
study. To express the mathematical relationship between dependent and independent …

Application of ANFIS–PSO hybrid algorithm for predicting the dimensions of the downstream scour hole of ski-jump spillways

MRG Nou, M Zolghadr, MS Bajestan… - Iranian Journal of …, 2021 - Springer
Ski-jump spillway (SJS) is one of the energy-dissipating structures, passing the flood
through the dams. In these structures, the downstream bed is scoured due to the collision of …

Estimation of scour downstream of a ski-jump bucket using the multivariate adaptive regression splines

AH Haghiabi - Scientia Iranica, 2017 - scientiairanica.sharif.edu
In this paper, modeling the scour downstream of a flip bucket of spillways was considered
using empirical formulas, soft computing techniques such as multilayer perceptron (MLP) …

Mathematical expression for discharge coefficient of Weir-Gate using soft computing techniques

A Parsaie, AH Haghiabi - Journal of Applied Water Engineering …, 2021 - Taylor & Francis
This research aimed to develop artificial intelligence models, including multivariate adaptive
regression splines (MARS), group of method data handling (GMDH), and genetic expression …

Modeling river mixing mechanism using data driven model

AH Haghiabi - Water Resources Management, 2017 - Springer
Modeling river mixing mechanism in terms of pollution transmission in rivers is an important
subject in environmental studies. Dispersion coefficient is an important parameter in river …

Estimation of peak outflow in dam failure using neural network approach under uncertainty analysis

F Hooshyaripor, A Tahershamsi, K Behzadian - Water Resources, 2015 - Springer
This paper presents two Artificial Neural Network (ANN) based models for the prediction of
peak outflow from breached embankment dams using two effective parameters including …