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Updated: May 2, 2026

Ligand-Mediated Nucleation and Growth of Palladium Metal Nanoparticles
Published on: June 25, 2018
Nucleation near the eutectic point in a Potts-lattice gas model
Vishal Agarwal1, Baron Peters1
1Department of Chemical Engineering, University of California, Santa Barbara, California 93106, USA.
This study models nucleation at eutectic points using the Potts-lattice gas model. Rare-event methods and new corrections accurately predict nucleation rates in competitive scenarios.
Area of Science:
- Materials Science
- Computational Chemistry
- Statistical Physics
Background:
- Nucleation is critical in materials formation, especially at eutectic compositions where multiple phases compete.
- Classical nucleation theory provides a framework but requires accurate free energy calculations.
- Simulating nucleation in closed systems differs from open systems, necessitating advanced methods.
Purpose of the Study:
- To investigate nucleation phenomena at and near the eutectic composition using the Potts-lattice gas model.
- To compute the free energy landscape for competing nucleation products using rare-event methods.
- To develop corrections for converting free energy surfaces between closed and open simulation systems.
Main Methods:
- Utilized the Potts-lattice gas model for simulating nucleation.
- Employed rare-event methods to determine the free energy landscape.
- Applied short trajectory analysis at the barrier top to obtain prefactors.
- Introduced a procedure to tune semigrand Monte Carlo moves for system dynamics.
- Developed corrections for free energy surfaces from canonical to semigrand simulations.
Main Results:
- Non-dimensionalized nucleation rates align with predictions from classical nucleation theory.
- Successfully computed free energy landscapes for competing nucleation products.
- The developed corrections extend applicability to competitive nucleation at eutectic points.
- Tuning Monte Carlo moves improved the resemblance of small closed system dynamics to infinite systems.
Conclusions:
- The Potts-lattice gas model combined with rare-event methods is effective for studying eutectic nucleation.
- New corrections enable accurate free energy surface analysis for competitive nucleation in open systems.
- This work advances the understanding and simulation of complex nucleation processes in materials science.
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