# Physics informed neural networks for phase field fracture modeling enhanced by length-scale decoupling degradation functions

> Research article (Frontiers in Physics, 2023) · cited 15× · AI/ML

**Wikidata**: [openalex:W4323364177](https://www.wikidata.org/wiki/openalex:W4323364177)  
**Source**: https://4ort.xyz/entity/physics-informed-neural-networks-for-phase-field-fracture-modeling-enhanced-by-length-scale-decoupling-degradation-funct