Development of scour around a circular pier and its modelling using genetic algorithm

M Pandey, M Zakwan, MA Khan, S Bhave - Water Supply, 2020 - iwaponline.com
This paper deals with generalized scour estimation to investigate maximum scour depth at
equilibrium scour condition using experimental data obtained from experiments conducted …

Development and evaluation of the cascade correlation neural network and the random forest models for river stage and river flow prediction in Australia

MA Ghorbani, RC Deo, S Kim, M Hasanpour Kashani… - Soft Computing, 2020 - Springer
Accurately predicting river flows over daily timescales is considered as an important task for
sustainable management of freshwater ecosystems, agricultural applications, and water …

Multiple linear regression and genetic algorithm approaches to predict temporal scour depth near circular pier in non-cohesive sediment

M Pandey, M Zakwan, PK Sharma… - ISH Journal of Hydraulic …, 2020 - Taylor & Francis
Pier scour is a major problem for the safe and economical design of bridges. Large number
of field and laboratory studies have been conducted to investigative the effect of significant …

Assessment of Artificial Intelligence Models for Developing Single‐Value and Loop Rating Curves

M Niazkar, M Zakwan - Complexity, 2021 - Wiley Online Library
Estimation of discharge flowing through rivers is an important aspect of water resource
planning and management. The most common way to address this concern is to develop …

Application of data driven techniques in discharge rating curve-an overview

M Zakwan, M Muzzammil, J Alam - Aquademia, 2017 - aquademia-journal.com
Establishing a reliable rating curve is an integral part of water resource engineering. The
present paper is a review of data driven techniques used for modelling the stage discharge …

[图书][B] Introduction to tsallis entropy theory in water engineering

VP Singh - 2016 - books.google.com
Focuses On an Emerging Field in Water EngineeringA broad treatment of the Tsallis entropy
theory presented from a water resources engineering point of view, Introduction to Tsallis …

Simulation of flood inundation extent by integration of HEC-HMS, GA-based rating curve and cost distance analysis

S Debbarma, S Dey, A Bandyopadhyay… - Water Resources …, 2024 - Springer
Flood inundation modeling is crucial for analyzing floods and understanding the impact of
rainfall on runoff. Traditional hydraulic models require substantial data and technical skill …

A spreadsheet approach for prediction of rating curve parameters

M Muzzammil, J Alam, M Zakwan - Hydrologic Modeling: Select …, 2018 - Springer
Streamflow data is required for planning and design of various hydraulic structures and
water resource projects such as bridges, culverts, flood plain zoning, flood protection works …

Modeling of stage–discharge relationship for Gharraf River, southern Iraq using backpropagation artificial neural networks, M5 decision trees, and Takagi–Sugeno …

AM Al-Abadi - Applied Water Science, 2016 - Springer
The potential of using three different data-driven techniques namely, multilayer perceptron
with backpropagation artificial neural network (MLP), M5 decision tree model, and Takagi …

[PDF][PDF] Developing stage-discharge relations using optimization techniques

M Zakwan, M Muzzammil, J Alam - … : Water, Environment and …, 2017 - researchgate.net
Accurate estimation of discharge in rivers forms the basis of efficient flood management and
surface water planning. However, continuous measurement of discharge in a stream is …