Scour protection measures for offshore wind turbines: a systematic literature review on recent developments

W Wei, A Malekjafarian, M Salauddin - Energies, 2024 - mdpi.com
Offshore wind energy is considered as one of the most promising resources of clean and
renewable energy to replace fossil fuels. Additionally, its cost is expected to be lower than …

Enhanced wave overtop** simulation at vertical breakwaters using machine learning algorithms

MA Habib, JJ O'Sullivan, S Abolfathi, M Salauddin - Plos one, 2023 - journals.plos.org
Accurate prediction of wave overtop** at sea defences remains central to the protection of
lives, livelihoods, and infrastructural assets in coastal zones. In addressing the increased …

Efficient data-driven machine learning models for scour depth predictions at slo** sea defences

MA Habib, S Abolfathi, JJ O'Sullivan… - Frontiers in Built …, 2024 - frontiersin.org
Seawalls are critical defence infrastructures in coastal zones that protect hinterland areas
from storm surges, wave overtop** and soil erosion hazards. Scouring at the toe of sea …

Interpretable machine learning scheme for predicting bridge pier scour depth

T Kim, AR Shahriar, WD Lee, MA Gabr - Computers and Geotechnics, 2024 - Elsevier
Predicting scour depth around bridge piers is challenging due to the involvement of various
uncertain factors and complex processes, making it difficult to obtain accurate results using …

[HTML][HTML] A State-of-the-Art Review on Storm Events, Overtop** and Morphological Changes in Front of Coastal Structures

F Romão, M Lima, C Coelho - Journal of Marine Science and …, 2024 - mdpi.com
Overtop** phenomena and consequent floods cause significant damage to coastal
communities. Morphological changes in front of structures during storms can influence their …

A GA-FGM-RTA combined model for predicting seawall settlement in under insufficient data volume

P Qin, C Cheng, H Su - Soft Computing, 2025 - Springer
One widely concerned issue in the field of seawall settlement prediction is the difficulty in
establishing prediction models in the context of insufficient data volume. Fractional-order …

Prediction of Seawater Intrusion Run-Up Distance Based on K-Means Clustering and ANN Model

J Li, Z Meng, J Zhang, Y Chen, J Yao, X Li… - Journal of Marine …, 2025 - mdpi.com
Coastal regions are increasingly vulnerable to sea-level rise and extreme storm events,
making the accurate prediction of wave run-up on seawalls crucial for effective flood and …

Using Numerical Modelling Approaches: A Systematic Literature Review

X Xu, J Keenahan, M Salauddin - Proceedings of 10th …, 2024 - books.google.com
The design of sea defences must account for the influences caused by the wave runup and
wave overtop**, which is becoming critical due to the increasingly severe climate change …

Wave-Structure Interactions at Sea Defences Using Numerical Modelling Approaches: A Systematic Literature Review

X Xu, J Keenahan, M Salauddin - International conference on coastal and …, 2023 - Springer
The design of sea defences must account for the influences caused by the wave runup and
wave overtop**, which is becoming critical due to the increasingly severe climate change …

Artificial Neural Network with Hyperparameter Tuning in Forecasting Scour Depths at Seawalls

MA Habib, S Abolfathi, JJ O'Sullivan… - … conference on coastal …, 2023 - Springer
Scour depth can have detrimental consequences for the structural safety and stability of
coastal defence structures such as vertical walls by threatening structural integrity. The …