# Deformation and thinning field prediction for HFQ® formed panel components using convolutional neural networks

> Research article (IOP Conference Series Materials Science and Engineering, 2021) · cited 17× · AI/ML

**Wikidata**: [openalex:W3175452045](https://www.wikidata.org/wiki/openalex:W3175452045)  
**Source**: https://4ort.xyz/entity/deformation-and-thinning-field-prediction-for-hfq-formed-panel-components-using-convolutional-neural-networks