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Updated: Jan 16, 2026

Synthesis and Performance Characterizations of Transition Metal Single Atom Catalyst for Electrochemical CO2 Reduction
Published on: April 10, 2018
Dynamic Single-Atom Catalysts on Gallium To Overcome the Scaling Relationship Limit: AIMD Screening for CO2 Reduction
Mohsen Tamtaji1, William A Goddard2, Ziyang Hu1
1Hong Kong Quantum AI Lab Limited, Pak Shek Kok, Hong Kong SAR 999077, China.
Dynamic single-atom catalysts (SACs) on Gallium show promise for hydrogen evolution and CO2 reduction reactions, overcoming limitations of static SACs. These advanced catalysts offer improved efficiency and stability for electrochemical applications.
Area of Science:
- Materials Science
- Catalysis
- Electrochemistry
Background:
- Static single-atom catalysts (SACs) face scaling relationship limitations in electrochemical reactions.
- Developing advanced catalysts is crucial for efficient hydrogen evolution (HER) and CO2 reduction (CO2RR).
Purpose of the Study:
- To introduce and investigate dynamic single-atom catalysts (SACs) supported on Gallium (M-SAC@Ga) for HER and CO2RR.
- To screen s-, p-, d-, and f-block elements for stable and efficient dynamic SACs.
Main Methods:
- High-throughput screening using Density Functional Theory (DFT) and Ab Initio Molecular Dynamics (AIMD) calculations.
- Systematic evaluation of thermodynamic and electrochemical stabilities of M-SAC@Ga systems.
Main Results:
- Identified stable dynamic SACs including Re-, Pt-, Pd-, Rh-, Ir-, Au-, Ag-, Ru-, Tc-, Ni-, Cu-, Os-, Hg-, and Ge-SAC@Ga.
- Ni-SAC@Ga demonstrated low overpotentials for CO2RR, producing CHOOH, CO, CH3OH, and CH4.
- Dynamic coordination changes and atomic intelligence were key to mitigating scaling limits.
Conclusions:
- Dynamic SACs on Gallium offer a promising strategy to overcome limitations of static SACs.
- The study provides insights into designing next-generation electrocatalysts.
- D-electron count emerged as a universal descriptor for catalyst performance.
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