Assessing machine learning versus a mathematical model to estimate the transverse shear stress distribution in a rectangular channel

B Lashkar-Ara, N Kalantari, Z Sheikh Khozani… - Mathematics, 2021 - mdpi.com
One of the most important subjects of hydraulic engineering is the reliable estimation of the
transverse distribution in the rectangular channel of bed and wall shear stresses. This study …

Semi-analytical method to estimate boundary shear stress in smooth rectangular and trapezoidal open channels

P Beygi, B Lashkar-Ara - Proceedings of the Institution of Civil …, 2023 - icevirtuallibrary.com
In smooth prismatic open channels, the boundary shear stress is obtained from continuity
and momentum equations. The shear stress is a function of gravity, secondary flow and …

Experimental study of the consolidation of the cohesive sediments Case study: Karkheh dam reservoir

M Goudarzi, B Lashkar-Ara… - Scientia …, 2021 - scientiairanica.sharif.edu
The physical and chemical properties of cohesive sediments have been determined. The
consolidation mechanism was also investigated in various scenarios by changing the initial …

Prediction of Transverse Shear Stress in a Rectangular Channel Using Shannon Entropy and Support Vector Regression

B Lashkar-Ara - علوم و مهندسی آبیاری, 2024‎ - jise.scu.ac.ir
In open channel flow, determining the boundary shear stress and its distribution over the
wetted perimeter is a significant problem. The shear stress distribution (SSD) is primarily …

Machine Learning versus Mathematical Model to Estimate the Transverse Shear Stress Distribution in a Rectangular Channel

B Lashkar-Ara, N Kalantari, ZS Khozani… - arXiv preprint arXiv …, 2021 - arxiv.org
One of the most important subjects of hydraulic engineering is the reliable estimation of the
transverse distribution in the rectangular channel of bed and wall shear stresses. This study …

Assessing a Smart Technology versus a Mathematical model to Estimate the Transverse Shear Stress Distribution in a Rectangular Channel

B Lashkar-Ara, N Kalantari, ZS Khozani, A Mosavi - 2021 - preprints.org
One of the most important subjects of hydraulic engineering is the reliable estimation of the
transverse distribution in rectangular channel of bed and wall shear stresses. This study …

Assessing Machine Learning versus Mathematical Modeling to Estimate the Transverse Shear Stress Distribution in a Rectangular Channel

N Kalantari, ZS Khozani, A Mosavi - osf.io
One of the most important subjects of hydraulic engineering is the reliable estimation of the
transverse distribution in rectangular channel of bed and wall shear stresses. This study …