Machine learning emulation of high resolution inundation maps

E Briseid Storrøsten… - Geophysical Journal …, 2024 - academic.oup.com
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 …

Assessment of the inundation probability caused by tsunamis along the eastern coast of Hainan Island

H He, X Niu - Coastal Engineering Journal, 2024 - Taylor & Francis
Coastal areas around the South China Sea are threatened by potential tsunamis triggered
by large earthquakes in the Manila Trench. To quantitively assess the inundation probability …

Advancing nearshore and onshore tsunami hazard approximation with machine learning surrogates

N Ragu Ramalingam, K Johnson… - … Hazards and Earth …, 2024 - nhess.copernicus.org
Probabilistic tsunami hazard and risk assessment (PTHA and PTRA) are vital methodologies
for computing tsunami risk and prompt measures to mitigate impacts. At large regional …

[PDF][PDF] Advancing nearshore and onshore tsunami hazard approximation with machine learning surrogates

NR Ramalingam, K Johnson, M Pagani, MLV Martina - scholar.archive.org
Probabilistic tsunami hazard and risk assessment (PTHA and PTRA) are vital methodologies
for computing tsunami risk and prompt measures to mitigate impacts. At large regional …