# Accurate energy barriers for catalytic reaction pathways: an automatic training protocol for machine learning force fields

> Research article (npj Computational Materials, 2023) · cited 71× · AI/ML

**Wikidata**: [openalex:W4387341160](https://www.wikidata.org/wiki/openalex:W4387341160)  
**Source**: https://4ort.xyz/entity/accurate-energy-barriers-for-catalytic-reaction-pathways-an-automatic-training-protocol-for-machine-learning-force-field
