# CNN-LSTM Hybrid Model to Promote Signal Processing of Ultrasonic Guided Lamb Waves for Damage Detection in Metallic Pipelines

> Research article (Sensors, 2023) · cited 43× · AI/ML

**Wikidata**: [openalex:W4385697304](https://www.wikidata.org/wiki/openalex:W4385697304)  
**Source**: https://4ort.xyz/entity/cnn-lstm-hybrid-model-to-promote-signal-processing-of-ultrasonic-guided-lamb-waves-for-damage-detection-in-metallic-pipe