# Deep pre-trained FWI: where supervised learning meets the physics-informed neural networks

> Research article (Geophysical Journal International, 2023) · cited 24× · AI/ML

**Wikidata**: [openalex:W4377821103](https://www.wikidata.org/wiki/openalex:W4377821103)  
**Source**: https://4ort.xyz/entity/deep-pre-trained-fwi-where-supervised-learning-meets-the-physics-informed-neural-networks