Surge-NF: Neural Fields inspired peak storm surge surrogate modeling with multi-task learning and positional encoding-Reference-Cited by-同舟云学术

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Surge-NF: Neural Fields inspired peak storm surge surrogate modeling with multi-task learning and positional encoding

Published:2024-10 Issue: Volume:193 Page:104573
ISSN:0378-3839
Container-title:Coastal Engineering
language:en
Short-container-title:Coastal Engineering

Author:

Jiang Wenjun,Zhong Xi,Zhang Jize^ORCID

Publisher

Elsevier BV

Reference44 articles.

1. Application of surrogate models in estimation of storm surge: A comparative assessment;Al Kajbaf;Appl. Soft Comput.,2020

2. Artificial intelligence for hurricane storm surge hazard assessment;Ayyad;Ocean Eng.,2022

3. Accurate storm surge forecasting using the encoder–decoder long short term memory recurrent neural network;Bai;Phys. Fluids,2022

4. A third-generation wave model for coastal regions: 1. model description and validation;Booij;J. Geophys. Res.: Oceans,1999

5. Multitask learning;Caruana;Mach. Learn.,1997

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