# Hybrid control of hydraulic directional valves: Integrating physics-based and data-driven models for enhanced accuracy and efficiency

> Research article (ISA Transactions, 2024) · cited 10× · AI/ML

**Wikidata**: [openalex:W4405802285](https://www.wikidata.org/wiki/openalex:W4405802285)  
**Source**: https://4ort.xyz/entity/hybrid-control-of-hydraulic-directional-valves-integrating-physics-based-and-data-driven-models-for-enhanced-accuracy-an