# Gradient optimization method for tunnel resistivity and chargeability joint inversion based on deep learning

> Research article (Tunnelling and Underground Space Technology, 2023) · cited 10× · AI/ML

**Wikidata**: [openalex:W4388994309](https://www.wikidata.org/wiki/openalex:W4388994309)  
**Source**: https://4ort.xyz/entity/gradient-optimization-method-for-tunnel-resistivity-and-chargeability-joint-inversion-based-on-deep-learning