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Updated: Jan 26, 2026

Ligand-Mediated Nucleation and Growth of Palladium Metal Nanoparticles
Published on: June 25, 2018
How crystals form: A theory of nucleation pathways
1Center for Nonlinear Phenomena and Complex Systems, Université Libre de Bruxelles, Code Postal 231, Blvd. du Triomphe, 1050 Brussels, Belgium.
This study introduces a new theory for nucleation and crystallization, predicting nonclassical pathways using only particle interactions. It reveals a two-step crystallization mechanism and shallow free-energy minima, explaining nanoscale cluster metastability.
Area of Science:
- Physical Chemistry
- Materials Science
- Computational Chemistry
Background:
- Classical nucleation theory often fails to capture complex, nonclassical pathways observed in systems like macromolecular solutions.
- Predicting nucleation phenomena requires accurate theoretical models that can handle diverse particle interactions and system dynamics.
Purpose of the Study:
- To develop a unified theoretical framework for nucleation, including crystallization, based on fundamental particle interactions.
- To predict nonclassical nucleation pathways without relying on predefined collective variables.
- To investigate diffusion-limited nucleation in macromolecular solutions, specifically for liquid-liquid separation and crystallization.
Main Methods:
- Integration of classical density functional theory with stochastic process theory and rare event techniques.
- Formulation of theory directly in terms of the density field, avoiding collective variables.
- Application to diffusion-limited nucleation of macromolecules in solution.
Main Results:
- The theory successfully predicts nonclassical nucleation pathways for both liquid-liquid separation and crystallization.
- Crystallization proceeds via a two-step mechanism: dense-solution droplet formation followed by core ordering.
- The free-energy surface exhibits shallow minima during ordering, linked to liquid-to-solid shell freezing.
Conclusions:
- The developed theory provides a robust method for predicting nucleation phenomena from first principles.
- The findings elucidate the mechanism of nonclassical crystallization and offer insights into the metastability of nanoscale clusters.
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