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Updated: Aug 9, 2026

Ligand-Mediated Nucleation and Growth of Palladium Metal Nanoparticles
Published on: June 25, 2018
Kinetic theory of binary nucleation based on a first passage time analysis
Yuri Djikaev1, Eli Ruckenstein
1Department of Chemical and Biological Engineering, State University of New York at Buffalo, Buffalo, New York 14260, USA. idjikaev@eng.buffalo.edu
This study introduces a new kinetic theory for binary nucleation, improving accuracy by avoiding classical thermodynamics for small clusters. The enhanced model better predicts nucleation rates, especially for surface-active components.
Area of Science:
- Physical Chemistry
- Chemical Engineering
- Materials Science
Background:
- Classical nucleation theories rely on macroscopic thermodynamics, leading to inaccuracies for nanoscale systems.
- Binary classical nucleation theory (BCNT) exhibits significant discrepancies with experimental nucleation rates.
- Existing models struggle with systems containing surface-active components.
Purpose of the Study:
- To develop a novel kinetic theory for binary nucleation that bypasses classical thermodynamics.
- To provide a more accurate theoretical framework for nucleation phenomena in binary mixtures.
- To address the limitations of BCNT, particularly for systems with surface-active molecules.
Main Methods:
- Extended existing kinetic theory for unary nucleation to binary mixtures.
- Utilized mean first passage time analysis to determine molecular emission rates from clusters.
- Integrated density functional theory (DFT) to calculate accurate density profiles.
- Solved master equations (Fokker-Planck and Smoluchowski) for molecular dynamics.
Main Results:
- Developed a new kinetic theory applicable to binary nucleation, avoiding Gibbsian thermodynamics for clusters.
- Demonstrated improved accuracy in predicting nucleation rates, especially for binary mixtures with surface-active components.
- Numerical simulations on Lennard-Jones mixtures validated the new theory's effectiveness.
Conclusions:
- The novel kinetic theory offers a more robust and accurate approach to binary nucleation.
- The method overcomes inconsistencies associated with BCNT, particularly in complex mixtures.
- Accurate density profiling is crucial for precise nucleation rate predictions in binary systems.
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