# Non-intrusive reduced order modeling of natural convection in porous media using convolutional autoencoders: Comparison with linear subspace techniques

> Research article (Advances in Water Resources, 2022) · cited 66× · AI/ML

**Wikidata**: [openalex:W3183800180](https://www.wikidata.org/wiki/openalex:W3183800180)  
**Source**: https://4ort.xyz/entity/non-intrusive-reduced-order-modeling-of-natural-convection-in-porous-media-using-convolutional-autoencoders-comparison-w