# Ant colony algorithm-enabled back propagation neural network and response surface methodology based ultrasonic optimization of safflower seed alkaloid extraction and antioxidant

> Research article (Industrial Crops and Products, 2024) · cited 48× · AI/ML

**Wikidata**: [openalex:W4400681071](https://www.wikidata.org/wiki/openalex:W4400681071)  
**Source**: https://4ort.xyz/entity/ant-colony-algorithm-enabled-back-propagation-neural-network-and-response-surface-methodology-based-ultrasonic-optimizat
