# Physics-informed neural networks for data-driven simulation: Advantages, limitations, and opportunities

> Research article (Physica A Statistical Mechanics and its Applications, 2022) · cited 71× · AI/ML

**Wikidata**: [openalex:W4313551293](https://www.wikidata.org/wiki/openalex:W4313551293)  
**Source**: https://4ort.xyz/entity/physics-informed-neural-networks-for-data-driven-simulation-advantages-limitations-and-opportunities