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Motion simulation of moorings using optimized LSTM neural network

Zhiyuan ZHUANG Fangjie YU Ge CHEN

海洋湖沼学报(英文版)2023,Vol.41Issue(5):1678-1693,16.
海洋湖沼学报(英文版)2023,Vol.41Issue(5):1678-1693,16.DOI:10.1007/s00343-022-2199-6

Motion simulation of moorings using optimized LSTM neural network

Motion simulation of moorings using optimized LSTM neural network

Zhiyuan ZHUANG 1Fangjie YU 2Ge CHEN2

作者信息

  • 1. Department of Marine Technology,College of Information Science and Engineering,Ocean University of China,Qingdao 266100,China
  • 2. Department of Marine Technology,College of Information Science and Engineering,Ocean University of China,Qingdao 266100,China||Laoshan Laboratory,Qingdao 266237,China
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摘要

关键词

mooring/motion simulation/long short-term memory(LSTM)/optimization strategy/hybrid deep learning

Key words

mooring/motion simulation/long short-term memory(LSTM)/optimization strategy/hybrid deep learning

引用本文复制引用

Zhiyuan ZHUANG,Fangjie YU,Ge CHEN..Motion simulation of moorings using optimized LSTM neural network[J].海洋湖沼学报(英文版),2023,41(5):1678-1693,16.

基金项目

Supported by the Laoshan Laboratory(Nos.LSKJ202201302-5,LSKJ202201405-1,LSKJ202204304) (Nos.LSKJ202201302-5,LSKJ202201405-1,LSKJ202204304)

海洋湖沼学报(英文版)

OACSCDCSTPCD

2096-5508

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