Most of the water quality models previously developed and used in dissolved oxygen (DO)
prediction are complex. Moreover, reliable data available to develop/calibrate new DO …

Complex vortex flow patterns around bridge piers, especially during floods, cause scour
process that can result in the failure of foundations. Abutment scour is a complex three …

In this study, group method of data handling (GMDH) network is used to predict abutments
scour depth of bridges which have been embedded in two types of montmorillonite and …

In the present study, the Group method of data handling (GMDH) network was utilized to
predict the scour depth below pipelines. GMDH network was developed using back …

In the present study, the Group Method of Data Handling (GMDH) network has been utilized
to predict abutments scour depth for both clear-water and live-bed conditions. The GMDH …

In this study, a neural-fuzzy (NF) system is combined with group method of data handling
(GMDH) in order to estimate the axial bearing capacity of driven piles. To reach optimum …

This study compares the accuracy of linear genetic programming (LGP), fuzzy genetic (FG),
adaptive neuro-fuzzy inference system (ANFIS), artificial neural networks (ANN) and …

Contrary to the single pier, due to the complexity of the scour mechanism around pile
groups, empirical methods do not give a satisfactory prediction for the scour depth around …

A scour monitoring system with a micro camera tracking the bed-level images is proposed in
this study. Two image recognition algorithms have been developed to support the bed-level …

In the chapter, the authors develop a machine learning (ML)-based model that has the
potential to make rapid predictions for seismic responses with SSI effects and determine the …