# Sequence Deep Learning for Seismic Ground Response Modeling: 1D-CNN, LSTM, and Transformer Approach

> Research article (Applied Sciences, 2024) · cited 19× · AI/ML

**Wikidata**: [openalex:W4401105685](https://www.wikidata.org/wiki/openalex:W4401105685)  
**Source**: https://4ort.xyz/entity/sequence-deep-learning-for-seismic-ground-response-modeling-1d-cnn-lstm-and-transformer-approach