[HTML][HTML] An optimized XGBoost-based machine learning method for predicting wave run-up on a sloping beach
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 …
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
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 …
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 …
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 …
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 …
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
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 …
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 …
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
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 …
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 …
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
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 …
physical experiment, although this assumption is still being debated. The most common way …