Improved deep neural network for predicting structural response of stiffened cylindrical shells to far-field underwater explosion-Reference-Cited by-同舟云学术

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Improved deep neural network for predicting structural response of stiffened cylindrical shells to far-field underwater explosion

Published:2024-04 Issue: Volume:298 Page:117258
ISSN:0029-8018
Container-title:Ocean Engineering
language:en
Short-container-title:Ocean Engineering

Author:

Wang Haitao,Liu Bin^ORCID,Lei Jiajing,Zhao Nan

Funder

National Natural Science Foundation of China

Natural Science Foundation of Hainan Province

Publisher

Elsevier BV

Reference45 articles.

1. Hyperparameter optimization: comparing genetic algorithm against grid search and bayesian optimization;Alibrahim,2021

2. Choice of V for V-fold cross-validation in least-squares density estimation;Arlot;J. Mach. Learn. Res.,2016

3. Estimation of the response of a deeply immersed cylinder to the shock wave generated by an underwater explosion;Brochard;Mar. Struct.,2020

4. Performance improvement of deep neural network classifiers by a simple training strategy;Caliskan;Eng. Appl. Artif. Intell.,2018

5. Underwater explosions;Cole;Phys. Today,1948

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1. Bubble collapse patterns recognition and flow field prediction based on machine learning;Physics of Fluids;2024-08-01

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