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Framework for probabilistic tsunami hazard assessment considering the effects of sea-level rise due to climate change
Sea-level rise due to climate change could significantly exacerbate tsunami disasters since
the sea level is a critical parameter affecting the intensity of tsunamis. Considering the …
the sea level is a critical parameter affecting the intensity of tsunamis. Considering the …
Application of factorization machine with quantum annealing to hyperparameter optimization and metamodel‐based optimization in granular flow simulations
This study examined the applicability of factorization machines with quantum annealing
(FMQA) to the field of landslide risk assessment for two specific black‐box optimization …
(FMQA) to the field of landslide risk assessment for two specific black‐box optimization …
[HTML][HTML] Width of surface rupture zone for thrust earthquakes: implications for earthquake fault zoning
The criteria for zoning the surface fault rupture hazard (SFRH) along thrust faults are defined
by analysing the characteristics of the areas of coseismic surface faulting in thrust …
by analysing the characteristics of the areas of coseismic surface faulting in thrust …
Optimization of a tsunami gauge configuration for pseudo‐super‐resolution of wave height distribution
In this study, we present an optimization method for determining a cost‐effective sparse
configuration for tsunami gauges to realize the reconstruction of high‐resolution wave height …
configuration for tsunami gauges to realize the reconstruction of high‐resolution wave height …
Probabilistic quantification of tsunami current hazard using statistical emulation
In this paper, statistical emulation is shown to be an essential tool for the end-to-end
physical and numerical modelling of local tsunami impact, ie from the earthquake source to …
physical and numerical modelling of local tsunami impact, ie from the earthquake source to …
Probabilistic tsunami hazard assessment based on the Gutenberg–Richter law in eastern Shikoku, Nankai subduction zone, Japan
T Baba, M Kamiya, N Tanaka, Y Sumida… - Earth, Planets and …, 2022 - Springer
Earthquake and tsunami predictions comprise huge uncertainties, thus necessitating
probabilistic assessments for the design of defense facilities and urban planning. In recent …
probabilistic assessments for the design of defense facilities and urban planning. In recent …
Probabilistic, high-resolution tsunami predictions in North Cascadia by exploiting sequential design for efficient emulation
The potential of a full-margin rupture along the Cascadia subduction zone poses a
significant threat over a populous region of North America. Traditional probabilistic tsunami …
significant threat over a populous region of North America. Traditional probabilistic tsunami …
[HTML][HTML] Rapid tsunami force prediction by mode-decomposition-based surrogate modeling
This study presents a framework for rapid tsunami force predictions by the application of
mode-decomposition-based surrogate modeling with 2D–3D coupled numerical …
mode-decomposition-based surrogate modeling with 2D–3D coupled numerical …
Scenario superposition method for real‐time tsunami prediction using a Bayesian approach
In this study, we propose a scenario superposition method for real‐time tsunami wave
prediction. In the offline phase, prior to actual tsunami occurrence, hypothetical tsunami …
prediction. In the offline phase, prior to actual tsunami occurrence, hypothetical tsunami …
Sensitivity analysis on critical combinations of input parameters in DEM granular flow analysis
Granular flow is a typical process that occurs in sediment disasters, including rockfalls,
avalanches and landslides, etc. The runout distance in granular flow is closely associated …
avalanches and landslides, etc. The runout distance in granular flow is closely associated …