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1-7 of 7
Keywords: artificial intelligence
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Journal Articles
Machine learning predictions for local scour around complex reinforced concrete piers
Available to Purchase
Proceedings of the Institution of Civil Engineers - Water Management (2026) 179 (1): 20–33.
Published: 09 December 2025
...) 12 03 2025 25 10 2025 © 2025 Emerald Publishing Limited 2025 Emerald Publishing Limited Licensed re-use rights only artificial intelligence bridges hazards hydraulics & hydrodynamics neural networks University of Danang – University of Science and Technology...
Journal Articles
Research on stage–discharge relationship model based on random forest algorithm
Available to Purchase
Proceedings of the Institution of Civil Engineers - Water Management (2024) 177 (6): 375–382.
Published: 14 November 2024
... parameters show complex non-linear characteristics, which bring great challenges to traditional modelling technology (Bhattacharya and Solomatine, 2005). The development of information technology, computer technology and artificial intelligence methods has, however, provided a great opportunity...
Journal Articles
Comparison of deep learning models to extract silt storage dams from remote sensing images
Available to Purchase
Proceedings of the Institution of Civil Engineers - Water Management (2024) 177 (5): 327–338.
Published: 11 October 2024
... features. The dilated convolution size was calculated as: 4 k ′ = d ( k − 1 ) + 1 artificial intelligence dams, barrages & reservoirs erosion remote sensing images silt storage dams Silt storage dams (SSDs) serve purposes such as flood detention, sediment...
Journal Articles
Machine learning-based prediction of scour depth around different-shaped bridge abutments
Available to Purchase
Proceedings of the Institution of Civil Engineers - Water Management (2024) 177 (5): 308–326.
Published: 11 October 2024
... randomly into two groups with 70% for training and 30% for testing. The ranges for both training and testing datasets of scour parameters are demonstrated in Table 2 . artificial intelligence bridge abutment hydraulics machine learning scour depth Experimental study combined...
Journal Articles
Water surface profile prediction in compound channels with vegetated floodplains
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Proceedings of the Institution of Civil Engineers - Water Management (2023) 176 (5): 235–246.
Published: 24 January 2022
... assessment of the potential benefits of vegetation in stream flows (Liu et al., 2008). 09 03 2021 30 12 2021 Emerald Publishing Limited: All rights reserved 2022 artificial intelligence artificial neural network (ANN) compound channel floods & floodworks support...
Journal Articles
Comparative study of groundwater level forecasts using hybrid neural network models
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Proceedings of the Institution of Civil Engineers - Water Management (2021) 174 (6): 267–277.
Published: 03 November 2021
... ; Mirzavand et al., 2015), which suggest the superiority of ANFIS over other models in terms of prediction capability. 14 06 2020 03 11 2020 ICE Publishing: All rights reserved 2020 artificial intelligence groundwater hydrology & water resource In most arid...
Journal Articles
Using evolutionary algorithms for continuous simulation of long-term reservoir inflows
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Proceedings of the Institution of Civil Engineers - Water Management (2022) 175 (2): 67–77.
Published: 11 October 2021
... that may not need soil moisture estimation at each time step. Figure 2. Relationship between soil moisture and number of days after each rainfall event artificial intelligence dams, barrages & reservoirs hydrology & water resource Data-driven models have been employed...
