# Improving Quantitative EDS Chemical Analysis of Alloy Nanoparticles by PCA Denoising: Part I, Reducing Reconstruction Bias

> Research article (Microscopy and Microanalysis, 2022) · cited 17× · AI/ML

**Wikidata**: [openalex:W4206506132](https://www.wikidata.org/wiki/openalex:W4206506132)  
**Source**: https://4ort.xyz/entity/improving-quantitative-eds-chemical-analysis-of-alloy-nanoparticles-by-pca-denoising-part-i-reducing-reconstruction-bias