Enhanced artificial neural network with Harris hawks optimization for predicting scour depth downstream of ski-jump spillway

SS Sammen, MA Ghorbani, A Malik, Y Tikhamarine… - Applied Sciences, 2020 - mdpi.com
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 …

Vis-NIR hyperspectral imaging for the classification of bacterial foodborne pathogens based on pixel-wise analysis and a novel CARS-PSO-SVM model

E Bonah, X Huang, R Yi, JH Aheto, S Yu - Infrared Physics & Technology, 2020 - Elsevier
The objective of this study was to evaluate the advantages of meta-heuristic optimization
algorithms as well as optimal wavelength selection techniques for building rigorous …

A comparative study of solo and hybrid data driven models for predicting bridge pier scour depth

K Qaderi, F Javadi, MR Madadi… - Marine Georesources & …, 2021 - Taylor & Francis
This paper comparatively investigates the capability of 10 solo and hybrid Data Driven
Models (DDMs) in predicting the pier scour depth. These models include Support Vector …

Comprehensive approach for scour modelling using artificial intelligence

P Rathod, VL Manekar - Marine Georesources & Geotechnology, 2023 - Taylor & Francis
Literature review revealed that scour modeling using artificial intelligence (AI) lacks majorly
in two aspects-one is the Input variable selection (IVS) and secondly, the relative ranking of …

Prediction model of local scour depth of bridge piers based on LS-SVM

H Bingtao, W Qiusheng, Q Yunpeng… - Journal of Civil …, 2023 - clausiuspress.com
Local scour of pier foundation soil is one of the main causes of bridge failure. The scour
mechanism around the pier foundation is complex. The current code mainly uses empirical …