A modulated fingerprint assisted machine learning method for retrieving elastic moduli from resonant ultrasound spectroscopy

We used deep-learning-based models to automatically obtain elastic moduli from resonant ultrasound spectroscopy (RUS) spectra, which conventionally require user intervention of published analysis codes. By strategically converting theoretical RUS spectra into their modulated fingerprints and using t...

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Detalles Bibliográficos
Autores principales: Liu, Juejing, Zhao, Xiaodong, Zhao, Ke, Goncharov, Vitaliy G., Delhommelle, Jerome, Lin, Jian, Guo, Xiaofeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10090122/
https://www.ncbi.nlm.nih.gov/pubmed/37041266
http://dx.doi.org/10.1038/s41598-023-33046-w

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10090122/
https://www.ncbi.nlm.nih.gov/pubmed/37041266
http://dx.doi.org/10.1038/s41598-023-33046-w

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