Tsunami-induced disasters present a significant threat to coastal communities. Under the
effects of sea-level rise due to climate change, tsunami occurrence frequency and intensities …

The immense impacts of tsunamis can inflict substantial damage on coastal infrastructure
systems during their lifetime and lead to considerable economic loss. However, with the …

Surrogate models are often used to replace costly-to-evaluate complex coastal codes to
achieve substantial computational savings. In many of those models, the …

SUMMARY Offshore Probabilistic Tsunami Hazard Assessments (offshore PTHAs) provide
large-scale analyses of earthquake-tsunami frequencies and uncertainties in the deep …

Earthquake and tsunami predictions comprise huge uncertainties, thus necessitating
probabilistic assessments for the design of defense facilities and urban planning. In recent …

The devastating consequences of tsunamis on coastal infrastructure have highlighted the
urgent need for effective disaster risk reduction strategies. To mitigate tsunami disasters, the …

Probabilistic tsunami inundation assessment ordinarily requires many inundation
simulations that consider various uncertainties; thus, the computational cost is very high. In …

Knowing the potential number of buildings that could be damaged by a future tsunami is
important in understanding tsunami risk. There is a limited number of studies that combine …

Estimating coastal tsunami impact for early-warning or long-term hazard analysis requires
the calculation of inundation metrics such as flow-depth or momentum flux. Both applications …

Abstract Carrying out a Probabilistic Tsunami Hazard Assessment (PTHA) requires a large
number of simulations done at a high resolution. Statistical emulation builds a surrogate to …