Screening Multicomponent Alloys Using Evidence Theory and High-Throughput DFT Calculations for C2-Selective eCO2RR
In this paper, we propose a strategy for screening multicomponent alloys using evidence theory and high-throughput density functional theory calculations. We demonstrate an electrochemical C2-selective CO2 reduction reaction (eCO2RR) on multicomponent alloys as a practical study. The proposed strategy can screen potential C2-selective alloys from enormous element combinations without complicated structural descriptors or a complete data set. Therefore, this strategy is expected to effectively design multicomponent alloys with vast element combinations.
Authors
- Fumiaki Kuroda (ORCID: https://orcid.org/0000-0002-8211-4196)
- Minoru Otani (ORCID: https://orcid.org/0000-0002-2074-2832)
- Masaya Ibe
Institutions
- University of Tsukuba (JP)
Publication Details
- Journal
- The Journal of Physical Chemistry C
- Published
- 2024-10-07
- DOI
- https://doi.org/10.1021/acs.jpcc.4c04180
- Citations
- 3
- Primary Topic
- Machine Learning in Materials Science
- Type
- article
- Field-Weighted Citation Impact
- 0.35
Funders
- Ministry of Education, Culture, Sports, Science and Technology
- Japan Society for the Promotion of Science