# Theory-guided full convolutional neural network: An efficient surrogate model for inverse problems in subsurface contaminant transport

> Research article (Advances in Water Resources, 2021) · cited 35× · AI/ML

**Wikidata**: [openalex:W3202497309](https://www.wikidata.org/wiki/openalex:W3202497309)  
**Source**: https://4ort.xyz/entity/theory-guided-full-convolutional-neural-network-an-efficient-surrogate-model-for-inverse-problems-in-subsurface-contamin