most citedBuilding Data-driven Models with Microstructural Images: Generalization and Interpretability

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cond-mat.mtrl-sci2017

Exploring the microstructure manifold: image texture representations applied to ultrahigh carbon steel microstructures

Brian L. DeCost, Toby Francis, Elizabeth A. Holm

We introduce a microstructure informatics dataset focusing on complex, hierarchical structures found in a single Ultrahigh carbon steel under a range of heat treatments. Applying i…