# Theory-guided physics-informed neural networks for boundary layer problems with singular perturbation

> Research article (Journal of Computational Physics, 2022) · cited 65× · AI/ML

**Wikidata**: [openalex:W4308978381](https://www.wikidata.org/wiki/openalex:W4308978381)  
**Source**: https://4ort.xyz/entity/theory-guided-physics-informed-neural-networks-for-boundary-layer-problems-with-singular-perturbation