# A comparative study of RNN, CNN, LSTM and GRU for random sea wave forecasting

> Research article (Ocean Engineering, 2025) · cited 23× · AI/ML

**Wikidata**: [openalex:W4411765344](https://www.wikidata.org/wiki/openalex:W4411765344)  
**Source**: https://4ort.xyz/entity/a-comparative-study-of-rnn-cnn-lstm-and-gru-for-random-sea-wave-forecasting