Machine learning-based tsunami inundation prediction derived from offshore observations
One of the main challenges in the tsunami inundation prediction is related to the real-time computational efforts done under restrictive time constraints. Here the authors show that using machine learning-based model, we can achieve comparable accuracy to the physics-based model with ~99% computatio...
Main Authors: | , , , , |
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Format: | Article |
Language: | English |
Published: |
Nature Portfolio
2022-09-01
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Series: | Nature Communications |
Online Access: | https://doi.org/10.1038/s41467-022-33253-5 |