# Spectral noise and data reduction using a long short-term memory network for nonlinear ultrasonic modulation-based fatigue crack detection

> Research article (Ultrasonics, 2022) · cited 19× · AI/ML

**Wikidata**: [openalex:W4311290900](https://www.wikidata.org/wiki/openalex:W4311290900)  
**Source**: https://4ort.xyz/entity/spectral-noise-and-data-reduction-using-a-long-short-term-memory-network-for-nonlinear-ultrasonic-modulation-based-fatig