# Application of CNN networks for an automatic determination of critical loads in scratch tests on a-C:H:W coatings

> Research article (Surface and Coatings Technology, 2020) · cited 37× · AI/ML

**Wikidata**: [openalex:W3017059409](https://www.wikidata.org/wiki/openalex:W3017059409)  
**Source**: https://4ort.xyz/entity/application-of-cnn-networks-for-an-automatic-determination-of-critical-loads-in-scratch-tests-on-a-c-h-w-coatings