A comparison of machine learning surrogate models of street-scale flooding in Norfolk, Virginia

A comparison of machine learning surrogate models of street-scale flooding in Norfolk, Virginia

Low-lying coastal cities, exemplified by Norfolk, Virginia, face the challenge of street flooding caused by rainfall and tides, which strain transportation and sewer systems and can lead to personal and property damage. While high-fidelity, physics-based simulations provide accurate predictions of u...

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Bibliographic Details
Main Authors: Diana McSpadden, Steven Goldenberg, Binata Roy, Malachi Schram, Jonathan L. Goodall, Heather Richter
Format: Article
Language:English
Published: Elsevier 2024-03-01
Series:Machine Learning with Applications
Subjects:
Street-scale flooding
RNN
LSTM
GRU
Machine learning decision support
Online Access:http://www.sciencedirect.com/science/article/pii/S2666827023000713

Internet

http://www.sciencedirect.com/science/article/pii/S2666827023000713

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