Accelerated Discovery‐to‐Unveiling of High‐Performance and Affordable Ammonia Electrode Process by Human–Machine Collaboration Framework
formation whereas a weak binding leads to unfavorable reactions. Our work demonstrates that a comprehensive human-machine collaboration approach enables an accelerated discovery-to-unveiling of promising electrode processes, providing a feasible way to promote game-changing electrochemical technologies.
Authors
- Ken Sakaushi (ORCID: https://orcid.org/0000-0003-4797-9087)
- Abraham Castro García (ORCID: https://orcid.org/0000-0001-7831-6249)
- Masaki Takeguchi
- Yingying Cheng
Institutions
- National Institute for Materials Science (JP)
Publication Details
- Journal
- Angewandte Chemie International Edition
- Published
- 2026-05-01
- DOI
- https://doi.org/10.1002/anie.2469199
- Primary Topic
- Ammonia Synthesis and Nitrogen Reduction
- Type
- article
- Field-Weighted Citation Impact
- 0.00