# Knock Detection in Combustion Engine Time Series Using a Theory-Guided 1-D Convolutional Neural Network Approach

> Research article (IEEE/ASME Transactions on Mechatronics, 2022) · cited 18× · AI/ML

**Wikidata**: [openalex:W4210861496](https://www.wikidata.org/wiki/openalex:W4210861496)  
**Source**: https://4ort.xyz/entity/knock-detection-in-combustion-engine-time-series-using-a-theory-guided-1-d-convolutional-neural-network-approach