# The Fingerprint Identification of Asphalt Aging Based on 1H-NMR and Chemometrics Analysis

> Research article (Materials, 2022) · cited 12× · AI/ML

**Wikidata**: [openalex:W4303832981](https://www.wikidata.org/wiki/openalex:W4303832981)  
**Source**: https://4ort.xyz/entity/the-fingerprint-identification-of-asphalt-aging-based-on-1h-nmr-and-chemometrics-analysis