# Physics-informed graph neural networks accelerating microneedle simulations towards novelty of micro-nano scale materials discovery

> Research article (Engineering Applications of Artificial Intelligence, 2023) · cited 14× · AI/ML

**Wikidata**: [openalex:W4386522700](https://www.wikidata.org/wiki/openalex:W4386522700)  
**Source**: https://4ort.xyz/entity/physics-informed-graph-neural-networks-accelerating-microneedle-simulations-towards-novelty-of-micro-nano-scale-material