# Inverse design of promising electrocatalysts for CO2 reduction via generative models and bird swarm algorithm

> Research article (Nature Communications, 2025) · cited 44× · AI/ML

**Wikidata**: [openalex:W4406827942](https://www.wikidata.org/wiki/openalex:W4406827942)  
**Source**: https://4ort.xyz/entity/inverse-design-of-promising-electrocatalysts-for-co2-reduction-via-generative-models-and-bird-swarm-algorithm