The application of soft computing models and empirical formulations for hydraulic structure scouring depth simulation: a comprehensive review, assessment and …
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 …
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 …
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
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 …
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 …
regression splines (MARS) techniques were utilised to estimate the discharge capacity of …
Physical and numerical modeling of performance of detention dams
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 …
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 …
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) …
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 …
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 …
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
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 …
peak outflow from breached embankment dams using two effective parameters including …