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The application of soft computing models and empirical formulations for hydraulic structure scouring depth simulation: a comprehensive review, assessment and …
Prediction of scouring characteristics is one of the major issues in hydraulic and hydrology
engineering. Over the past five decades, numerous empirical formulations (EFs), based on …
engineering. Over the past five decades, numerous empirical formulations (EFs), based on …
[HTML][HTML] Precise forecasting of scour depth downstream of flip bucket spillway through data-driven models
Flip-bucket spillways are utilized in hydraulic engineering to diminish the kinetic energy of
flowing water by redirecting the flow jet into the air. In the downstream stailing basin with low …
flowing water by redirecting the flow jet into the air. In the downstream stailing basin with low …
[HTML][HTML] Enhanced artificial neural network with Harris hawks optimization for predicting scour depth downstream of ski-jump spillway
A spillway is a structure used to regulate the discharge flowing from hydraulic structures
such as a dam. It also helps to dissipate the excess energy of water through the still basins …
such as a dam. It also helps to dissipate the excess energy of water through the still basins …
[HTML][HTML] Prediction of discharge coefficient of triangular labyrinth weirs using Adaptive Neuro Fuzzy Inference System
In this paper, the discharge coefficient of triangular labyrinth weir was predicted using multi-
layer perceptron (MLP) neural network and Adaptive Neuro Fuzzy Inference System …
layer perceptron (MLP) neural network and Adaptive Neuro Fuzzy Inference System …
GMDH to predict scour depth around a pier in cohesive soils
This study presents new application of group method of data handling (GMDH) to predict
scour depth around a vertical pier in cohesive soils. Quadratic polynomial was used to …
scour depth around a vertical pier in cohesive soils. Quadratic polynomial was used to …
Predictive explicit expressions from data-driven models for estimation of scour depth below ski-jump bucket spillways
Scour depth estimation is an essential factor in water-related engineering problems.
Scouring below spillways may endanger a dam's stability and even lead to dam destruction …
Scouring below spillways may endanger a dam's stability and even lead to dam destruction …
Abutment scour depth modeling using neuro-fuzzy-embedded techniques
Bridge pier scour hole is formed during major flood events due to a complex vortex flow
around the abutments and causes the failure of foundation. Therefore, accurate prediction of …
around the abutments and causes the failure of foundation. Therefore, accurate prediction of …
Application of improved neuro-fuzzy GMDH to predict scour depth at sluice gates
An improved neuro-fuzzy based group method of data handling using the particle swarm
optimization (NF-GMDH-PSO) is developed as an adaptive learning network to predict the …
optimization (NF-GMDH-PSO) is developed as an adaptive learning network to predict the …
Prediction of local scour depth downstream of sluice gates using data-driven models
Numerous investigations have already been conducted to characterize the effects of
influencing parameters on scouring process in order to derive an accurate predictive …
influencing parameters on scouring process in order to derive an accurate predictive …
Solar radiation prediction using multi-gene genetic programming approach
Accurate estimation of solar radiation both spatially and temporally is important for
engineering studies related to climate and energy. The multi-gene genetic programming …
engineering studies related to climate and energy. The multi-gene genetic programming …