# Data-efficient surrogate modeling using meta-learning and physics-informed deep learning approaches

> Research article (Expert Systems with Applications, 2024) · cited 21× · AI/ML

**Wikidata**: [openalex:W4393238016](https://www.wikidata.org/wiki/openalex:W4393238016)  
**Source**: https://4ort.xyz/entity/data-efficient-surrogate-modeling-using-meta-learning-and-physics-informed-deep-learning-approaches
