Enhanced wave overtopping 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 overtopping at sea defences remains central to the protection of
lives, livelihoods, and infrastructural assets in coastal zones. In addressing the increased …

[HTML][HTML] Modeling wave dynamics with coastal vegetation using a smoothed particle hydrodynamics porous flow model

M Torabbeigi, H Akbari, M Adibzade, S Abolfathi - Ocean Engineering, 2024 - Elsevier
Coastal vegetation serves as an effective nature-based solution for protecting shorelines
from erosion and storm surges. A detailed understanding of the dynamic interactions …

Wave overtopping of a vertical seawall in a surf zone: A joint analysis of numerical and laboratory data

M Buccino, A Di Leo, S Tuozzo, LFC Lopez… - Ocean …, 2023 - Elsevier
This research uses physical and numerical experiments to investigate the wave overtopping
of a vertical seawall in an uneven surf zone. The numerical experiments exploit two …

Incorporating spatial heterogeneity information into multi-objective optimization methodology of green infrastructure

L Leng, H Jia, C Xu - Journal of Cleaner Production, 2024 - Elsevier
Green infrastructures (GIs), serving as a complement to grey infrastructures in urban
stormwater management, have been widely adopted due to their sustainability, resilience …

Adaptation of coastal defence structure as a mechanism to alleviate coastal erosion in monsoon dominated coast of Peninsular Malaysia

WS Dong, EH Ariffin, C Saengsupavanich… - Journal of …, 2023 - Elsevier
The complexity of the coastal environment and the advent of climate change cause coastal
erosion, which is incontrovertibly a significant concern worldwide, including Peninsular …

Wave impact loads on vertical seawalls: Effects of the geometrical properties of recurve retrofitting

S Dong, M Salauddin, S Abolfathi, J Pearson - Water, 2021 - mdpi.com
This study investigates the variation of wave impact loads with the geometrical
configurations of recurve retrofits mounted on the crest of a vertical seawall. Physical model …

Numerical modelling of breaking wave impact loads on a vertical seawall retrofitted with different geometrical configurations of recurve parapets

R Ravindar, V Sriram, M Salauddin - Journal of Water and Climate …, 2022 - iwaponline.com
Experiments are the traditional techniques used in coastal engineering to study complex
wave structure interactions. However, with the advent of high-performance computing, even …

Data-driven approaches in predicting scour depths at a vertical seawall on a permeable shingle foreshore

M Salauddin, D Shaffrey, MA Habib - Journal of Coastal Conservation, 2023 - Springer
Despite recent research efforts in advancing machine learning (ML) tools to predict
nearshore characteristics at sea defences, less attention has been paid to ML algorithms in …

The impact of eco-retrofitting on coastal resilience enhancement–a physical modelling study

N Liu, M Salauddin, A Yeganeh-Bakhtiari… - … Series: Earth and …, 2022 - iopscience.iop.org
Recent climate change studies highlight that the sea-level rise and increase in intensity and
frequency of extreme climatic events and storm surges will result in catastrophic wave …

Prediction of wave overtopping characteristics at coastal flood defences using machine learning algorithms: a systematic rreview

MA Habib, JJ O'Sullivan… - IOP Conference Series …, 2022 - iopscience.iop.org
The assessment of coastal defences requires reliable prediction of mean overtopping
discharges and acceptable overtopping rates for defined design conditions, an process of …