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Artificial neural network and regression models for flow velocity at sediment incipient deposition

Journal of hydrology (Amsterdam), 2016-10, Vol.541, p.1420-1429

2016

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Decision tree (DT), generalized regression neural network (GR) and multivariate adaptive regression splines (MARS) models for sediment transport in sewer pipes

Water science and technology, 2019-03, Vol.79 (6), p.1113

Safari, Mir Jafar Sadegh

2019

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IHACRES, GR4J and MISD-based multi conceptual-machine learning approach for rainfall-runoff modeling

Scientific reports, 2022-07, Vol.12 (1), p.12096-12096, Article 12096

2022

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Experimental analysis for self-cleansing open channel design

Journal of hydraulic research, 2021-05, Vol.59 (3), p.500-511

2021

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Evaluation of the Static and Pseudo-Static Stability and Effectiveness of an Improvement Technique for Slopes of the Vanyar Dam Reservoir

KSCE Journal of Civil Engineering, 2021, 25(2), , pp.468-481

2021

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Studying the Changes in the Hydro‐Meteorological Components of Water Budget in Lake Urmia

Water resources research, 2022-07, Vol.58 (7), p.n/a

2022

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Self‐cleansing design of sewers: Definition of the optimum deposited bed thickness

Water environment research, 2019-05, Vol.91 (5), p.407-416

2019

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Iterative classifier optimizer-based pace regression and random forest hybrid models for suspended sediment load prediction

Environmental science and pollution research international, 2021-03, Vol.28 (9), p.11637-11649

2021

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Sediment transport modeling in open channels using neuro-fuzzy and gene expression programming techniques

Water science and technology, 2019-06, Vol.79 (12), p.2318-2327

2019

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Historical Trends Associated with Annual Temperature and Precipitation in Aegean Turkey, Where Are We Heading?

Sustainability, 2022-10, Vol.14 (20), p.13380

2022

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Pipe failure rate prediction in water distribution networks using multivariate adaptive regression splines and random forest techniques

Urban water journal, 2019-10, Vol.16 (9), p.653-661

2019

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Rainfall-runoff modeling through regression in the reproducing kernel Hilbert space algorithm

Journal of hydrology (Amsterdam), 2020-08, Vol.587, p.125014, Article 125014

2020

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Kernel ridge regression model for sediment transport in open channel flow

Neural computing & applications, 2021-09, Vol.33 (17), p.11255-11271

2021

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Application of Signal Processing in Tracking Meteorological Drought in a Mountainous Region

Pure and applied geophysics, 2021-05, Vol.178 (5), p.1943-1957

2021

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A stochastic approach for the assessment of suspended sediment concentration at the Upper Rhone River basin, Switzerland

Environmental science and pollution research international, 2022-06, Vol.29 (26), p.39860-39876

2022

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Enhancing Meteorological Drought Modeling Accuracy Using Hybrid Boost Regression Models: A Case Study from the Aegean Region, Türkiye

Sustainability, 2023-08, Vol.15 (15), p.11568

2023

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The Association between Meteorological Drought and the State of the Groundwater Level in Bursa, Turkey

Sustainability, 2023-11, Vol.15 (21), p.15675

2023

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Multigene genetic programming for sediment transport modeling in sewers for conditions of non-deposition with a bed deposit

International journal of sediment research, 2018-09, Vol.33 (3), p.262-270

2018

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Sediment transport modeling in deposited bed sewers: unified form of May's equations using the particle swarm optimization algorithm

Water science and technology, 2017-08, Vol.76 (3-4), p.992

2017

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On the effect of cross sectional shape on incipient motion and deposition of sediments in fixed bed channels

Journal of Hydrology and Hydromechanics, 2014-03, Vol.62 (1), p.75-81

2014

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Multiple genetic programming: a new approach to improve genetic-based month ahead rainfall forecasts

Environmental monitoring and assessment, 2020-01, Vol.192 (1), p.25-25, Article 25

2020

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Urmia lake water depth modeling using extreme learning machine-improved grey wolf optimizer hybrid algorithm

Theoretical and applied climatology, 2021-10, Vol.146 (1-2), p.833-849

2021

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Meteorological Drought Assessment and Trend Analysis in Puntland Region of Somalia

Sustainability, 2023-07, Vol.15 (13), p.10652

2023

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Soil moisture estimation using novel bio-inspired soft computing approaches

Engineering applications of computational fluid mechanics, 2022-12, Vol.16 (1), p.826-840

2022

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Sediment transport modeling in non-deposition with clean bed condition using different tree-based algorithms

PloS one, 2021-10, Vol.16 (10), p.e0258125-e0258125

2021

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Artificial neural network and regression models for flow velocity at sediment incipient deposition

Decision tree (DT), generalized regression neural network (GR) and multivariate adaptive regression splines (MARS) models for sediment transport in sewer pipes

IHACRES, GR4J and MISD-based multi conceptual-machine learning approach for rainfall-runoff modeling

Experimental analysis for self-cleansing open channel design

Evaluation of the Static and Pseudo-Static Stability and Effectiveness of an Improvement Technique for Slopes of the Vanyar Dam Reservoir

Studying the Changes in the Hydro‐Meteorological Components of Water Budget in Lake Urmia

Self‐cleansing design of sewers: Definition of the optimum deposited bed thickness

Iterative classifier optimizer-based pace regression and random forest hybrid models for suspended sediment load prediction

Sediment transport modeling in open channels using neuro-fuzzy and gene expression programming techniques

Historical Trends Associated with Annual Temperature and Precipitation in Aegean Turkey, Where Are We Heading?

Pipe failure rate prediction in water distribution networks using multivariate adaptive regression splines and random forest techniques

Rainfall-runoff modeling through regression in the reproducing kernel Hilbert space algorithm

Kernel ridge regression model for sediment transport in open channel flow

Application of Signal Processing in Tracking Meteorological Drought in a Mountainous Region

A stochastic approach for the assessment of suspended sediment concentration at the Upper Rhone River basin, Switzerland

Enhancing Meteorological Drought Modeling Accuracy Using Hybrid Boost Regression Models: A Case Study from the Aegean Region, Türkiye

The Association between Meteorological Drought and the State of the Groundwater Level in Bursa, Turkey

Multigene genetic programming for sediment transport modeling in sewers for conditions of non-deposition with a bed deposit

Sediment transport modeling in deposited bed sewers: unified form of May's equations using the particle swarm optimization algorithm

On the effect of cross sectional shape on incipient motion and deposition of sediments in fixed bed channels

Multiple genetic programming: a new approach to improve genetic-based month ahead rainfall forecasts

Urmia lake water depth modeling using extreme learning machine-improved grey wolf optimizer hybrid algorithm

Meteorological Drought Assessment and Trend Analysis in Puntland Region of Somalia

Soil moisture estimation using novel bio-inspired soft computing approaches

Sediment transport modeling in non-deposition with clean bed condition using different tree-based algorithms

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