# Spectraformer: deep learning model for grain spectral qualitative analysis based on transformer structure

> Research article (RSC Advances, 2024) · cited 25× · AI/ML

**Wikidata**: [openalex:W4392566118](https://www.wikidata.org/wiki/openalex:W4392566118)  
**Source**: https://4ort.xyz/entity/spectraformer-deep-learning-model-for-grain-spectral-qualitative-analysis-based-on-transformer-structure