The process of CH4 cracking into H2 and carbon has garnered significant attention for hydrogen production, but traditional catalytic methods are hampered by severe carbon deposition. Here, a machine-learning model has been developed to expedite the screening of CH4 cracking catalysts from 10,950 types of single-atom alloy surfaces.
- Jikai Sun
- Rui Tu
- Weiqiao Deng
