# Research on deformation prediction of tunnel surrounding rock using the model combining firefly algorithm and nonlinear auto-regressive dynamic neural network

> Research article (Engineering With Computers, 2019) · cited 35× · AI/ML

**Wikidata**: [openalex:W2996033692](https://www.wikidata.org/wiki/openalex:W2996033692)  
**Source**: https://4ort.xyz/entity/research-on-deformation-prediction-of-tunnel-surrounding-rock-using-the-model-combining-firefly-algorithm-and-nonlinear-