# Enhancing motion forecasting of ship sailing in irregular waves based on optimized LSTM model and principal component of wave-height

> Research article (Frontiers in Marine Science, 2025) · cited 12× · AI/ML

**Wikidata**: [openalex:W4407718234](https://www.wikidata.org/wiki/openalex:W4407718234)  
**Source**: https://4ort.xyz/entity/enhancing-motion-forecasting-of-ship-sailing-in-irregular-waves-based-on-optimized-lstm-model-and-principal-component-of