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Molecular simulation approaches to study crystal nucleation from solutions: Theoretical considerations and computational challenges

Aaron R. Finney, Matteo Salvalaglio

2023Wiley Interdisciplinary Reviews Computational Molecular Science33 citationsDOIOpen Access PDF

Abstract

Abstract Nucleation is the initial step in the formation of crystalline materials from solutions. Various factors, such as environmental conditions, composition, and external fields, can influence its outcomes and rates. Indeed, controlling this rate‐determining step toward phase separation is critical, as it can significantly impact the resulting material's structure and properties. Atomistic simulations can be exploited to gain insight into nucleation mechanisms—an aspect difficult to ascertain in experiments—and estimate nucleation rates. However, the microscopic nature of simulations can influence the phase behavior of nucleating solutions when compared to macroscale counterparts. An additional challenge arises from the inadequate timescales accessible to standard molecular simulations to simulate nucleation directly; this is due to the inherent rareness of nucleation events, which may be apparent in silico at even high supersaturations. In recent decades, molecular simulation methods have emerged to circumvent length‐ and timescale limitations. However, it is not always clear which simulation method is most suitable to study crystal nucleation from solution. This review surveys recent advances in this field, shedding light on typical nucleation mechanisms and the appropriateness of various simulation techniques for their study. Our goal is to provide a deeper understanding of the complexities associated with modeling crystal nucleation from solution and identify areas for further research. This review targets researchers across various scientific domains, including materials science, chemistry, physics and engineering, and aims to foster collaborative efforts to develop new strategies to understand and control nucleation. This article is categorized under: Molecular and Statistical Mechanics > Molecular Dynamics and Monte‐Carlo Methods Molecular and Statistical Mechanics > Free Energy Methods Theoretical and Physical Chemistry > Statistical Mechanics

Topics & Concepts

NucleationMolecular dynamicsStatistical physicsMonte Carlo methodCrystal (programming language)Kinetic Monte CarloComputer scienceChemical physicsNanotechnologyMaterials scienceChemistryPhysicsComputational chemistryThermodynamicsMathematicsStatisticsProgramming languageCrystallization and Solubility Studiesnanoparticles nucleation surface interactionsCalcium Carbonate Crystallization and Inhibition