# Efficient Uncertainty Quantification and Data Assimilation via Theory-Guided Convolutional Neural Network

> Research article (SPE Journal, 2021) · cited 46× · AI/ML

**Wikidata**: [openalex:W3198038029](https://www.wikidata.org/wiki/openalex:W3198038029)  
**Source**: https://4ort.xyz/entity/efficient-uncertainty-quantification-and-data-assimilation-via-theory-guided-convolutional-neural-network