基于长短期记忆网络的半潜平台波浪爬升预报
李琰, 肖龙飞, 魏汉迪, 寇雨丰

Wave Run-Up Prediction of Semi-Submersible Platforms Based on Long Short-Term Memory Network
LI Yan, XIAO Longfei, WEI Handi, KOU Yufeng
表1 波浪爬升预报模型神经网络结构
Tab.1 Structure of neural network for wave run-up prediction
序号 神经网络层 数据尺寸
1 输入层 (None, 128, 4)
2 LSTM_1 (256, 1 024)
3 LSTM_2 (256, 512)
4 Dropout (128, 512)
5 全连接层 (128, 512)
6 输出层 (512, 1)