# Robustness of machine learning to color, size change, normalization, and image enhancement on micrograph datasets with large sample differences

> Research article (Materials & Design, 2023) · cited 99× · AI/ML

**Wikidata**: [openalex:W4380149054](https://www.wikidata.org/wiki/openalex:W4380149054)  
**Source**: https://4ort.xyz/entity/robustness-of-machine-learning-to-color-size-change-normalization-and-image-enhancement-on-micrograph-datasets-with-larg