# A Second-Order Network Structure Based on Gradient-Enhanced Physics-Informed Neural Networks for Solving Parabolic Partial Differential Equations

> Research article (Entropy, 2023) · cited 17× · AI/ML

**Wikidata**: [openalex:W4366280606](https://www.wikidata.org/wiki/openalex:W4366280606)  
**Source**: https://4ort.xyz/entity/a-second-order-network-structure-based-on-gradient-enhanced-physics-informed-neural-networks-for-solving-parabolic-parti