# Formation energy prediction of crystalline compounds using deep convolutional network learning on voxel image representation

> Research article (Communications Materials, 2023) · cited 17× · AI/ML

**Wikidata**: [openalex:W4389487489](https://www.wikidata.org/wiki/openalex:W4389487489)  
**Source**: https://4ort.xyz/entity/formation-energy-prediction-of-crystalline-compounds-using-deep-convolutional-network-learning-on-voxel-image-representa