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Journal Articles

Estimation of clear-water scour depth around bridge piers using machine learning techniques

Anubhav Baranwal, Bhabani Shankar Das
Journal: Proceedings of the Institution of Civil Engineers - Water Management
Proceedings of the Institution of Civil Engineers - Water Management (2026) 179 (3): 96–119.
https://doi.org/10.1680/jwama.25.00004
Published: 06 July 2026
...Anubhav Baranwal; Bhabani Shankar Das Four machine learning ( ML ) techniques (artificial neural network with particle swarm optimisation (ANN–PSO), adaptive neuro-fuzzy inference system (ANFIS), multivariate adaptive regression splines (MARS) and M5 Tree) were used to model scour depth around...
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Includes: Supplementary data
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