Selective CO 2 hydrogenation to formic acid on Cu 55 and Cu 13 @Ni 42 nanoclusters: a DFT and artificial bee colony optimization study
Abstract
DFT-guided design shows a bimetallic core–shell nanocatalyst outperforms a monometallic one for CO 2 hydrogenation to formic acid, enabling stronger adsorption, better activation, and improved catalytic efficiency.
Fields of Study & Subjects
Carbon dioxide utilization in catalysis
Catalysts for Methane Reforming
Catalysis for Biomass Conversion
Publication details
- Journal / source
- Nanoscale Advances
- Publisher
- Royal Society of Chemistry (RSC)
- Volume
- 8
- Issue
- 11
- Pages
- 3425–3440
- Publication date
- 1 January 2026
- Language
- EN