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Stochastic dynamics of nanoparticle catalysis: a discrete-state perspective
Pankaj Jangid1, Srabanti Chaudhury1
1Department of Chemistry, Indian Institute of Science Education and Research, Pune, 411008, India. srabanti@iiserpune.ac.in.
Materials Horizons
|December 17, 2025
Summary
Single-molecule techniques reveal how nanocatalyst variations impact performance. Understanding these dynamics is key to designing more efficient catalysts.
Area of Science:
- Nanocatalysis
- Single-molecule analysis
- Surface science
Background:
- Individual nanocatalysts display unique behaviors due to variations in size, shape, and surface properties.
- Heterogeneity in surface facets, defects, and dynamics significantly influences nanocatalyst performance.
- Single-particle analysis is crucial for advancing catalyst development.
Purpose of the Study:
- To systematically review the impact of active site heterogeneity on reaction dynamics.
- To examine the role of dynamic catalytic restructuring in enhancing efficiency.
- To explore intra-particle catalytic cooperativity via charged hole dynamics.
Main Methods:
- Review of recent theoretical studies using stochastic modeling.
- Analysis of single-molecule techniques for nanocatalyst investigation.
- Integration of advances in understanding microscopic dynamics.
Main Results:
- Active site heterogeneity significantly affects reaction dynamics.
- Dynamic catalytic restructuring can enhance catalytic efficiency.
- Charged hole dynamics contribute to intra-particle catalytic cooperativity.
Conclusions:
- Theoretical insights into microscopic dynamics are vital for nanoparticle catalysis.
- A comprehensive perspective on nanocatalysis mechanisms is presented.
- Potential strategies for rational design of effective catalytic systems are suggested.
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