# Multistage nonlinear model predictive control for pumping treatment in hydraulic fracturing

> Research article (AIChE Journal, 2021) · cited 14× · AI/ML

**Wikidata**: [openalex:W4200224016](https://www.wikidata.org/wiki/openalex:W4200224016)  
**Source**: https://4ort.xyz/entity/multistage-nonlinear-model-predictive-control-for-pumping-treatment-in-hydraulic-fracturing
