# Efficient and robust optimization for well patterns using a PSO algorithm with a CNN-based proxy model

> Research article (Journal of Petroleum Science and Engineering, 2021) · cited 45× · AI/ML

**Wikidata**: [openalex:W3166793137](https://www.wikidata.org/wiki/openalex:W3166793137)  
**Source**: https://4ort.xyz/entity/efficient-and-robust-optimization-for-well-patterns-using-a-pso-algorithm-with-a-cnn-based-proxy-model
