The Application of Soft Computing Models and Empirical Formulations for Hydraulic Structure Scouring Depth Simulation: A Comprehensive Review, Assessment and Possible Future Research Direction
出版年份 2019 全文链接
标题
The Application of Soft Computing Models and Empirical Formulations for Hydraulic Structure Scouring Depth Simulation: A Comprehensive Review, Assessment and Possible Future Research Direction
作者
关键词
-
出版物
ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING
Volume -, Issue -, Pages -
出版商
Springer Science and Business Media LLC
发表日期
2019-12-02
DOI
10.1007/s11831-019-09382-4
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- An integrated framework of Extreme Learning Machines for predicting scour at pile groups in clear water condition
- (2018) Isa Ebtehaj et al. COASTAL ENGINEERING
- GMDH-GEP to predict free span expansion rates below pipelines under waves
- (2018) Mohammad Najafzadeh et al. MARINE GEORESOURCES & GEOTECHNOLOGY
- Application of an evolutionary technique (PSO–SVM) and ANFIS in clear-water scour depth prediction around bridge piers
- (2018) B. M. Sreedhara et al. NEURAL COMPUTING & APPLICATIONS
- Extraction of optimal equations for evaluation of pipeline scour depth due to currents
- (2018) Mohammad Najafzadeh et al. PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-MARITIME ENGINEERING
- Genetic programming in water resources engineering: A state-of-the-art review
- (2018) Ali Danandeh Mehr et al. JOURNAL OF HYDROLOGY
- Assessment of Stochastic Approaches in Prediction of Wave-Induced Pipeline Scour Depth
- (2018) Ahmad Sharafati et al. Journal of Pipeline Systems Engineering and Practice
- Nature-inspired metaheuristic optimization in least squares support vector regression for obtaining bridge scour information
- (2017) Jui-Sheng Chou et al. INFORMATION SCIENCES
- Predicting scour depth at seawalls using GP and ANNs
- (2017) Ali Pourzangbar et al. JOURNAL OF HYDROINFORMATICS
- Scour depth model for grade-control structures
- (2017) Ahmed M. A. Sattar et al. JOURNAL OF HYDROINFORMATICS
- NF-GMDH-Based self-organized systems to predict bridge pier scour depth under debris flow effects
- (2017) Mohammad Najafzadeh et al. MARINE GEORESOURCES & GEOTECHNOLOGY
- New expression-based models to estimate scour depth at clear water conditions in rectangular channels
- (2017) Mohammad Najafzadeh et al. MARINE GEORESOURCES & GEOTECHNOLOGY
- Prediction of River Pipeline Scour Depth Using Multivariate Adaptive Regression Splines
- (2017) Amir Hamzeh Haghiabi Journal of Pipeline Systems Engineering and Practice
- Prediction of equilibrium scour depth in uniform non-cohesive sediments downstream of an apron using computational intelligence
- (2016) Afshin Eghbalzadeh et al. European Journal of Environmental and Civil Engineering
- Prediction of maximum scour depth around piers with debris accumulation using EPR, MT, and GEP models
- (2016) M. Najafzadeh et al. JOURNAL OF HYDROINFORMATICS
- Modeling scour depth downstream of grade-control structures using data driven and empirical approaches
- (2016) K. Roushangar et al. JOURNAL OF HYDROINFORMATICS
- Prediction of scour depth around bridge piers using self-adaptive extreme learning machine
- (2016) Isa Ebtehaj et al. JOURNAL OF HYDROINFORMATICS
- Design of a support vector machine with different kernel functions to predict scour depth around bridge piers
- (2016) Hassan Sharafi et al. NATURAL HAZARDS
- Discussion of “Neuro-fuzzy GMDH systems based evolutionary algorithms to predict scour pile groups in clear water conditions” by M. Najafzadeh
- (2016) A.A. Beheshti et al. OCEAN ENGINEERING
- Scour prediction in long contractions using ANFIS and SVM
- (2016) Mohammad Najafzadeh et al. OCEAN ENGINEERING
- Scour development around submarine pipelines due to current based on the maximum entropy theory
- (2016) Jing Zhang et al. Journal of Ocean University of China
- Neurofuzzy-Based GMDH-PSO to Predict Maximum Scour Depth at Equilibrium at Culvert Outlets
- (2016) Mohammad Najafzadeh Journal of Pipeline Systems Engineering and Practice
- Development of expert systems for the prediction of scour depth under live-bed conditions at river confluences: Application of different types of ANNs and the M5P model tree
- (2015) Behnam Balouchi et al. APPLIED SOFT COMPUTING
- New Model for Determining Local Scour Depth Around Piers
- (2015) Seied Hosein Afzali ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING
- Predicting Equilibrium Scour Depth at Bridge Piers Using Evolutionary Radial Basis Function Neural Network
- (2015) Min-Yuan Cheng et al. JOURNAL OF COMPUTING IN CIVIL ENGINEERING
- Asymmetric Error Functions for Reducing the Underestimation of Local Scour around Bridge Piers: Application to Neural Networks Models
- (2015) Elena Toth JOURNAL OF HYDRAULIC ENGINEERING
- Estimation of scour depth around circular piers: applications of model tree
- (2015) Amir Etemad-Shahidi et al. JOURNAL OF HYDROINFORMATICS
- Prediction of time-varying maximum scour depth around short abutments using soft computing methodologies - A comparative study
- (2015) Khosrow Hosseini et al. KSCE Journal of Civil Engineering
- A study on the effects of debris accumulation at sacrificial piles on bridge pier scour: I. Experimental results
- (2015) Jae Hyeon Park et al. KSCE Journal of Civil Engineering
- Prediction of local scour around bridge piers using the ANFIS method
- (2015) Sung-Uk Choi et al. NEURAL COMPUTING & APPLICATIONS
- Neuro-fuzzy GMDH systems based evolutionary algorithms to predict scour pile groups in clear water conditions
- (2015) Mohammad Najafzadeh OCEAN ENGINEERING
- Evaluation of GMDH networks for prediction of local scour depth at bridge abutments in coarse sediments with thinly armored beds
- (2015) Mohammad Najafzadeh et al. OCEAN ENGINEERING
- Small-scale solar radiation forecasting using ARMA and nonlinear autoregressive neural network models
- (2015) Khalil Benmouiza et al. THEORETICAL AND APPLIED CLIMATOLOGY
- Asymmetric Error Functions for Reducing the Underestimation of Local Scour around Bridge Piers: Application to Neural Networks Models
- (2015) Elena Toth JOURNAL OF HYDRAULIC ENGINEERING
- Evaluation of Unknown Foundations of Bridges Subjected to Scour
- (2015) Negin Yousefpour et al. TRANSPORTATION RESEARCH RECORD
- GEP PREDICTION OF SCOUR AROUND A SIDE WEIR IN CURVED CHANNEL
- (2014) Fevzi Onen Journal of Environmental Engineering and Landscape Management
- Prediction of pile settlement based on cone penetration test results: An ANN approach
- (2014) Mohammad Hassan Baziar et al. KSCE Journal of Civil Engineering
- Hybrid intelligent inference model for enhancing prediction accuracy of scour depth around bridge piers
- (2014) Min-Yuan Cheng et al. Structure and Infrastructure Engineering
- Effective prediction of scour downstream of ski-jump buckets using artificial neural networks
- (2014) R. Noori et al. Water Resources
- Estimation of Pipeline Scour due to Waves by GMDH
- (2014) Mohammad Najafzadeh et al. Journal of Pipeline Systems Engineering and Practice
- 3D scour below pipelines under waves and combined waves and currents
- (2013) Liang Cheng et al. COASTAL ENGINEERING
- Predictions of bridge scour: Application of a feed-forward neural network with an adaptive activation function
- (2013) A. Ismail et al. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
- A combined mathematical geophysical model for prediction of pyrite oxidation and pollutant leaching associated with a coal washing waste dump
- (2013) F. Doulati Ardejani et al. International Journal of Environmental Science and Technology
- Prediction of penetration depth in a plunging water jet using soft computing approaches
- (2013) Fevzi Onen NEURAL COMPUTING & APPLICATIONS
- GMDH based back propagation algorithm to predict abutment scour in cohesive soils
- (2013) Mohammad Najafzadeh et al. OCEAN ENGINEERING
- Discussion of “Genetic Programming to Predict River Pipeline Scour” by H. Md. Azamathulla and Aminuddin Ab Ghani
- (2013) Mohammad Najafzadeh et al. Journal of Pipeline Systems Engineering and Practice
- Application of artificial neural networks to predict pyrite oxidation in a coal washing refuse pile
- (2012) Mohammadhossein Sadeghiamirshahidi et al. FUEL
- Gene-expression programming to predict scour at a bridge abutment
- (2012) H. Md. Azamathulla JOURNAL OF HYDROINFORMATICS
- Gene expression programming for prediction of scour depth downstream of sills
- (2012) H.Md. Azamathulla JOURNAL OF HYDROLOGY
- M5 model tree for pier scour prediction using field dataset
- (2012) Mahesh Pal et al. KSCE Journal of Civil Engineering
- Knowledge extraction from trained neural network scour model at culvert outlets
- (2012) H. Md. Azamathulla et al. NEURAL COMPUTING & APPLICATIONS
- Assessment of M5′ model tree and classification and regression trees for prediction of scour depth below free overfall spillways
- (2012) Mehrshad Samadi et al. NEURAL COMPUTING & APPLICATIONS
- Soft computing for prediction of river pipeline scour depth
- (2012) Hazi Mohammad Azamathulla et al. NEURAL COMPUTING & APPLICATIONS
- Bridge pier scour prediction by gene expression programming
- (2012) Mujahid Khan et al. PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-WATER MANAGEMENT
- Prediction of equilibrium scour time around long abutments
- (2012) Reza Mohammadpour et al. PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-WATER MANAGEMENT
- Gene-expression programming for flip-bucket spillway scour
- (2012) Aytac Guven et al. WATER SCIENCE AND TECHNOLOGY
- A multi-output descriptive neural network for estimation of scour geometry downstream from hydraulic structures
- (2011) Aytac Guven ADVANCES IN ENGINEERING SOFTWARE
- Prediction of scouring around an arch-shaped bed sill using Neuro-Fuzzy model
- (2011) Alireza Keshavarzi et al. APPLIED SOFT COMPUTING
- Clear-Water Local Scour around Pile Groups in Shallow-Water Flow
- (2011) Ata Amini et al. JOURNAL OF HYDRAULIC ENGINEERING
- Prediction of pile group scour in waves using support vector machines and ANN
- (2011) Samaneh Ghazanfari-Hashemi et al. JOURNAL OF HYDROINFORMATICS
- Prediction of time variation of scour depth around spur dikes using neural networks
- (2011) Hojat Karami et al. JOURNAL OF HYDROINFORMATICS
- Model tree approach for prediction of pile groups scour due to waves
- (2011) A. Etemad-Shahidi et al. OCEAN ENGINEERING
- Linear genetic programming to scour below submerged pipeline
- (2011) H.Md. Azamathulla et al. OCEAN ENGINEERING
- Estimation of Scour Downstream of a Ski-Jump Bucket Using Support Vector and M5 Model Tree
- (2011) Manish Kumar Goyal et al. WATER RESOURCES MANAGEMENT
- Support vector regression based modeling of pier scour using field data
- (2010) Mahesh Pal et al. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
- Investigation of pyrite oxidation and acid mine drainage characterization associated with Razi active coal mine and coal washing waste dumps in the Azad shahr–Ramian region, northeast Iran
- (2010) F. Doulati Ardejani et al. Environmental Earth Sciences
- Environmental protection stability of river bed and banks using convex, concave, and linear bed sills
- (2010) Alireza Keshavarzi et al. ENVIRONMENTAL MONITORING AND ASSESSMENT
- Experimental Investigation of Clear-Water Local Scour of Compound Piers
- (2010) B. Ataie-Ashtiani et al. JOURNAL OF HYDRAULIC ENGINEERING
- Hydraulic Design and Preliminary Performance Evaluation of Countermeasure against Debris Accumulation and Resulting Local Pier Scour on River Po in Italy
- (2010) Silvio Franzetti et al. JOURNAL OF HYDRAULIC ENGINEERING
- Temporal Variation of Scour Depth at Nonuniform Cylindrical Piers
- (2010) Jau-Yau Lu et al. JOURNAL OF HYDRAULIC ENGINEERING
- Influence of Wood Debris Accumulation on Bridge Pier Scour
- (2010) Stefano Pagliara et al. JOURNAL OF HYDRAULIC ENGINEERING
- Application of neuro-fuzzy model to estimate the characteristics of local scour downstream of stilling basins
- (2010) J. Farhoudi et al. JOURNAL OF HYDROINFORMATICS
- Neural Network Formula for Local Scour at Piers Using Field Data
- (2010) J. H. Shin et al. MARINE GEORESOURCES & GEOTECHNOLOGY
- ANFIS-based approach to predicting scour location of spillway
- (2010) H. M. Azamathulla et al. PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-WATER MANAGEMENT
- Genetic Programming to Predict River Pipeline Scour
- (2010) H. Md. Azamathulla et al. Journal of Pipeline Systems Engineering and Practice
- Generalized Regression Neural Networks and Feed Forward Neural Networks for prediction of scour depth around bridge piers
- (2009) Mahmut Firat et al. ADVANCES IN ENGINEERING SOFTWARE
- Laboratory experiments on local scour around cylinder for clay and clay–sand mixed beds
- (2009) Koustuv Debnath et al. ENGINEERING GEOLOGY
- Constriction Effects in Clear-Water Scour at Abutments
- (2009) Francesco Ballio et al. JOURNAL OF HYDRAULIC ENGINEERING
- Genetic Programming to Predict Bridge Pier Scour
- (2009) H. Md. Azamathulla et al. JOURNAL OF HYDRAULIC ENGINEERING
- An alternative approach for investigation of the wave-induced scour around pipelines
- (2009) M. H. Kazeminezhad et al. JOURNAL OF HYDROINFORMATICS
- The Equivalent Depth of Wave-Induced Scour Around Offshore Pipelines
- (2009) Mir Emad Mousavi et al. JOURNAL OF OFFSHORE MECHANICS AND ARCTIC ENGINEERING-TRANSACTIONS OF THE ASME
- Toe Scour of Seawall on a Steep Seabed by Breaking Waves
- (2009) Ching-Piao Tsai et al. JOURNAL OF WATERWAY PORT COASTAL AND OCEAN ENGINEERING
- Linear genetic programming for prediction of circular pile scour
- (2009) Aytac Guven et al. OCEAN ENGINEERING
- Scour depth prediction at bridge piers by Anfis approach
- (2009) M. Firat PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-WATER MANAGEMENT
- Experimental study on scour occurring at a vertical impermeable submerged breakwater
- (2008) Kwang-Ho Lee et al. APPLIED OCEAN RESEARCH
- Estimation of current-induced scour depth around pile groups using neural network and adaptive neuro-fuzzy inference system
- (2008) Mohammad Zounemat-Kermani et al. APPLIED SOFT COMPUTING
- Application of support vector machines in scour prediction on grade-control structures
- (2008) Arun Goel et al. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
- Clear-Water Scour below Underwater Pipelines under Steady Flow
- (2008) Subhasish Dey et al. JOURNAL OF HYDRAULIC ENGINEERING
- Genetic programming to predict ski-jump bucket spill-way scour
- (2008) H. MD. AZAMATHULLA et al. Journal of Hydrodynamics
- Genetic Programming Approach for Prediction of Local Scour Downstream of Hydraulic Structures
- (2008) Aytac Guven et al. JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING
- Laboratory study of maximum scour depth downstream of sills
- (2008) C. Chinnarasri et al. PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-WATER MANAGEMENT
- Alternative neural networks to estimate the scour below spillways
- (2007) H.Md. Azamathulla et al. ADVANCES IN ENGINEERING SOFTWARE
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