[HTML][HTML] An optimized XGBoost-based machine learning method for predicting wave run-up on a sloping beach

D Tarwidi, SR Pudjaprasetya, D Adytia, M Apri - MethodsX, 2023 - Elsevier
Accurate and computationally efficient prediction of wave run-up is required to mitigate the
impacts of inundation and erosion caused by tides, storm surges, and even tsunami waves …

[HTML][HTML] A physics-informed machine learning model for time-dependent wave runup prediction

SS Naeini, R Snaiki - Ocean Engineering, 2024 - Elsevier
Wave runup is a critical factor that affects coastal flooding, shoreline changes, and the
damage to coastal structures. Climate change is also expected to amplify the impact of wave …

Runup characteristics of a tsunami-like wave on a slope beach

WD Lee, GS Yeom, J Kim, S Lee, T Kim - Ocean Engineering, 2022 - Elsevier
Solitary waves (SWs) are often applied to the investigation of the hydraulic characteristics of
tsunamis. However, SWs not only have a considerably narrower distribution than an actual …

Effective management of Japanese black pine (Pinus thunbergii Parlat.) coastal forests considering tsunami mitigation

H Torita, Y Igarashi, N Tanaka - Journal of Environmental Management, 2022 - Elsevier
Coastal forests have been recognized to considerably reduce the energy of tsunamis and
act as a measure against them. However, broken trees due to tsunamis produce woody …

Modeling solitary wave propagation and transformation over complex bathymetries using a two-layer Boussinesq model

K Fang, Z Liu, P Wang, H Wu, J Sun, J Yin - Ocean Engineering, 2022 - Elsevier
Solitary gravity waves play a key role in the field of coastal and ocean engineering. The two-
layer Boussinesq model developed by the authors has excellent linear and nonlinear …

A comprehensive analysis of solitary wave run-up at sloping beaches using an extended experimental dataset

F Casella, F Aristodemo, P Filianoti - Applied Ocean Research, 2022 - Elsevier
In this work, the phenomenon of wave run-up induced by solitary waves in breaking and
nonbreaking conditions has been investigated. Despite several studies have been carried …

[HTML][HTML] Numerical investigation of the effectiveness of vegetation-embankment hybrid structures for tsunami mitigation introduced after the 2011 tsunami

N Tanaka, Y Igarashi, T Zaha - Geosciences, 2021 - mdpi.com
As a mitigation measure against a tsunami inundation, vegetation-embankment hybrid
structures received attention after the 2011 Great East Japan Tsunami, and some structures …

Overtopping volume of impulse waves in glacier lakes: Experimental and numerical investigation using rigid dams

X Lu, GGD Zhou, KFE Cui, H Tang, Y Xie - Engineering Geology, 2022 - Elsevier
Glacier lake outburst floods (GLOFs) that result from the breaching of moraine dams are
typical disasters in high mountain regions of the Tibetan Plateau, which endanger vital …

Runup of breaking solitary waves on rough uniform slopes

YT Wu, KW Huang, N Kobayashi - Ocean Engineering, 2022 - Elsevier
An experiment consisting of 122 tests was conducted for breaking solitary waves on rough
and smooth slopes. The constant water depth and the incident wave height were varied to …

Solitary wave generation using moving boundary in shallow water SPH flow model

MH Aslami, B Benazir, K Kuswandi - AIP Conference Proceedings, 2024 - pubs.aip.org
Solitary waves have been widely used by researchers to represent tsunami waves in a
physical experiment, although this assumption is still being debated. The most common way …