Machine learning as a downscaling approach for prediction of wind characteristics under future climate change scenarios

A Yeganeh-Bakhtiary, H EyvazOghli, N Shabakhty… - …, 2022 - Wiley Online Library
Assessment of climate change impacts on wind characteristics is crucial for the design,
operation, and maintenance of coastal and offshore infrastructures. In the present study, the …

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 …

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 …

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 …

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 …

Inundation characteristics of solitary waves according to revetment type

WD Lee, T Hwang, T Kim - Water, 2022 - mdpi.com
Wave absorbers installed in front of revetments are effective in reducing wave overtopping
and inundation caused by periodic waves. The wave absorbers' mechanism of reducing …

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 …

Simulation of flood inundation extent by integration of HEC-HMS, GA-based rating curve and cost distance analysis

S Debbarma, S Dey, A Bandyopadhyay… - Water Resources …, 2024 - Springer
Flood inundation modeling is crucial for analyzing floods and understanding the impact of
rainfall on runoff. Traditional hydraulic models require substantial data and technical skill …