# A novel approach model design for signal data using 1DCNN combing with LSTM and ResNet for damaged detection problem

> Research article (Structures, 2023) · cited 49× · AI/ML

**Wikidata**: [openalex:W4390300285](https://www.wikidata.org/wiki/openalex:W4390300285)  
**Source**: https://4ort.xyz/entity/a-novel-approach-model-design-for-signal-data-using-1dcnn-combing-with-lstm-and-resnet-for-damaged-detection-problem