# ML-LBM: Predicting and Accelerating Steady State Flow Simulation in Porous Media with Convolutional Neural Networks

> Research article (Transport in Porous Media, 2021) · cited 64× · AI/ML

**Wikidata**: [openalex:W3157599415](https://www.wikidata.org/wiki/openalex:W3157599415)  
**Source**: https://4ort.xyz/entity/ml-lbm-predicting-and-accelerating-steady-state-flow-simulation-in-porous-media-with-convolutional-neural-networks