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Theory of Anisotropic Metal Nanostructures

Kristen A. Fichthorn

2023Chemical Reviews43 citationsDOIOpen Access PDF

Abstract

A significant challenge in the development of functional materials is understanding the growth and transformations of anisotropic colloidal metal nanocrystals. Theory and simulations can aid in the development and understanding of anisotropic nanocrystal syntheses. The focus of this review is on how results from first-principles calculations and classical techniques, such as Monte Carlo and molecular dynamics simulations, have been integrated into multiscale theoretical predictions useful in understanding shape-selective nanocrystal syntheses. Also, examples are discussed in which machine learning has been useful in this field. There are many areas at the frontier in condensed matter theory and simulation that are or could be beneficial in this area and these prospects for future progress are discussed.

Topics & Concepts

NanocrystalAnisotropyNanotechnologyNanostructureChemistryDensity functional theoryMonte Carlo methodStatistical physicsField (mathematics)Molecular dynamicsDevelopment (topology)PhysicsComputational chemistryMaterials scienceQuantum mechanicsMathematicsStatisticsMathematical analysisPure mathematicsMachine Learning in Materials Sciencenanoparticles nucleation surface interactionsGold and Silver Nanoparticles Synthesis and Applications
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