# A Physics Model Embedded Hybrid Deep Neural Network for Drillstring Washout Detection

> Research article (IADC/SPE International Drilling Conference and Exhibition, 2020) · cited 11× · AI/ML

**Wikidata**: [openalex:W3007934445](https://www.wikidata.org/wiki/openalex:W3007934445)  
**Source**: https://4ort.xyz/entity/a-physics-model-embedded-hybrid-deep-neural-network-for-drillstring-washout-detection