# Toward a unified benchmark and framework for deep learning-based prediction of nuclear magnetic resonance chemical shifts

> Research article (Nature Computational Science, 2025) · cited 23× · AI/ML

**Wikidata**: [openalex:W4408934721](https://www.wikidata.org/wiki/openalex:W4408934721)  
**Source**: https://4ort.xyz/entity/toward-a-unified-benchmark-and-framework-for-deep-learning-based-prediction-of-nuclear-magnetic-resonance-chemical-shift