Prediction of Scour Depth below River Pipeline using Support Vector Machine

Prediction of flow discharge in compound open channels using adaptive neuro fuzzy inference system method

(2017) Abbas Parsaie et al.   FLOW MEASUREMENT AND INSTRUMENTATION

Predicting scour depth at seawalls using GP and ANNs

(2017) Ali Pourzangbar et al.   JOURNAL OF HYDROINFORMATICS

Predication of discharge coefficient of cylindrical weir-gate using adaptive neuro fuzzy inference systems (ANFIS)

(2017) Abbas Parsaie et al.   Frontiers of Structural and Civil Engineering

Predicting the rate of scour beneath subsea pipelines in marine sediments under steady flow conditions

(2016) H. Mohr et al.   COASTAL ENGINEERING

Long-Term Precipitation Analysis and Estimation of Precipitation Concentration Index Using Three Support Vector Machine Methods

(2016) Milan Gocic et al.   Advances in Meteorology

Scour depth under pipelines placed on weakly cohesive soils

(2015) Matteo Postacchini et al.   APPLIED OCEAN RESEARCH

Estimation of scour around submarine pipelines with Artificial Neural Network

(2015) Burak Kızılöz et al.   APPLIED OCEAN RESEARCH

Neuro-Fuzzy GMDH to Predict the Scour Pile Groups due to Waves

(2015) Mohammad Najafzadeh et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Uncertainty analysis of support vector machine for online prediction of five-day biochemical oxygen demand

(2015) Roohollah Noori et al.   JOURNAL OF HYDROLOGY

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

The Effect of Predicting Discharge Coefficient by Neural Network on Increasing the Numerical Modeling Accuracy of Flow Over Side Weir

(2015) Abbas Parsaie et al.   WATER RESOURCES MANAGEMENT

Closure to “Estimation of Critical Velocity for Slurry Transport through Pipeline Using Adaptive Neuro-Fuzzy Interference System and Gene-Expression Programming” by H. Md. Azamathulla and Z. Ahmad

(2015) H. Md. Azamathulla et al.   Journal of Pipeline Systems Engineering and Practice

Turbulence Model Sensitivity and Scour Gap Effect of Unsteady Flow around Pipe: A CFD Study

(2014) Abbod Ali et al.   TheScientificWorldJOURNAL

Application of improved neuro-fuzzy GMDH to predict scour depth at sluice gates

(2014) Mohammad Najafzadeh et al.   Earth Science Informatics

Uncertainty analysis of streamflow drought forecast using artificial neural networks and Monte-Carlo simulation

(2013) Majid Dehghani et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Scour below submerged skewed pipeline

(2013) H.Md. Azamathulla et al.   JOURNAL OF HYDROLOGY

Experimental investigation of the nearbed dynamics around a submarine pipeline laying on different types of seabed: The interaction between turbulent structures and particles

(2012) Matteo Mattioli et al.   ADVANCES IN WATER RESOURCES

Prediction of pipeline scour depth in clear-water and live-bed conditions using group method of data handling

(2012) Mohammad Najafzadeh et al.   NEURAL COMPUTING & APPLICATIONS

Soft computing for prediction of river pipeline scour depth

(2012) Hazi Mohammad Azamathulla et al.   NEURAL COMPUTING & APPLICATIONS

Assessment of input variables determination on the SVM model performance using PCA, Gamma test, and forward selection techniques for monthly stream flow prediction

(2011) R. Noori et al.   JOURNAL OF HYDROLOGY

Support vector machine approach for longitudinal dispersion coefficients in natural streams

(2010) H. Md. Azamathulla et al.   APPLIED SOFT COMPUTING

Genetic Programming to Predict River Pipeline Scour

(2010) H. Md. Azamathulla et al.   Journal of Pipeline Systems Engineering and Practice

Clear-Water Scour below Underwater Pipelines under Steady Flow

(2008) Subhasish Dey et al.   JOURNAL OF HYDRAULIC ENGINEERING