# Time series prediction based on LSTM neural network for top tension response of umbilical cables

> Research article (Marine Structures, 2023) · cited 40× · AI/ML

**Wikidata**: [openalex:W4380523504](https://www.wikidata.org/wiki/openalex:W4380523504)  
**Source**: https://4ort.xyz/entity/time-series-prediction-based-on-lstm-neural-network-for-top-tension-response-of-umbilical-cables