# Frequency matching optimization model of ultrasonic scalpel transducer based on neural network and reinforcement learning

> Research article (Engineering Applications of Artificial Intelligence, 2022) · cited 10× · AI/ML

**Wikidata**: [openalex:W4309117070](https://www.wikidata.org/wiki/openalex:W4309117070)  
**Source**: https://4ort.xyz/entity/frequency-matching-optimization-model-of-ultrasonic-scalpel-transducer-based-on-neural-network-and-reinforcement-learnin