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Explainable machine learning for precise fatigue crack tip detection

Data-driven models based on deep learning have led to tremendous breakthroughs in classical computer vision tasks and have recently made their way into natural sciences. However, the absence of domain knowledge in their inherent design significantly hinders the understanding and acceptance of these...

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Detalles Bibliográficos
Autores principales: Melching, David, Strohmann, Tobias, Requena, Guillermo, Breitbarth, Eric
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9184622/
https://www.ncbi.nlm.nih.gov/pubmed/35680941
http://dx.doi.org/10.1038/s41598-022-13275-1