# Ultrasonic Defect Characterization Using the Scattering Matrix: A Performance Comparison Study of Bayesian Inversion and Machine Learning Schemas

> Research article (IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control, 2021) · cited 36× · AI/ML

**Wikidata**: [openalex:W3164591078](https://www.wikidata.org/wiki/openalex:W3164591078)  
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