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 …

Eco-engineering of seawalls—an opportunity for enhanced climate resilience from increased topographic complexity

M Salauddin, JJ O'Sullivan, S Abolfathi… - Frontiers in Marine …, 2021 - frontiersin.org
In the context of “green” approaches to coastal engineering, the term “eco-engineering” has
emerged in recent years to describe the incorporation of ecological concepts (including …

Efficient data-driven machine learning models for scour depth predictions at sloping 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 overtopping and soil erosion hazards. Scouring at the toe of sea …

New insights in the probability distributions of wave-by-wave overtopping volumes at vertical breakwaters

M Salauddin, JJ O'Sullivan, S Abolfathi, Z Peng… - Scientific Reports, 2022 - nature.com
Advances in the development of prediction tools for wave overtopping allow now for
overtopping volumes to be estimated with good accuracy, with the combined use of mean …

Spatial distribution of wave-by-wave overtopping behind vertical seawall with recurve retrofitting

S Dong, S Abolfathi, M Salauddin, JM Pearson - Ocean Engineering, 2021 - Elsevier
Understanding the spatial distribution of wave overtopping water behind coastal protection
structures is essential for assessing the safety level of coastal regions behind the coastal …

Effectiveness of eco-retrofits in reducing wave overtopping on seawalls

J O'Sullivan, M Salauddin, S Abolfathi… - Coastal Engineering …, 2020 - icce-ojs-tamu.tdl.org
Terms such as' nature-based','living shoreline','green infrastructure'and'ecological
engineering'are increasingly being used to reflect biomimicry-based engineering measures …

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 …

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 …

Distribution of individual wave overtopping volumes on a sloping structure with a permeable foreshore

M Salauddin, J O'Sullivan, S Abolfathi… - Coastal Engineering …, 2020 - wrap.warwick.ac.uk
Maximum wave overtopping volumes on sea defences are an indicator for identifying risks to
people and properties from wave hazards. The probability distribution of individual …