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An Artificial Neural Network Reveals the Nucleation Mechanism of a Binary Colloidal AB<sub>13</sub> Crystal

Gabriele M. Coli, Marjolein Dijkstra

2021ACS Nano35 citationsDOIOpen Access PDF

Abstract

a coassembly process where large spheres and icosahedral small-sphere clusters simultaneously attach to the nucleus. Our results lend strong support for a classical pathway that is well-described by classical nucleation theory, even though the binary fluid phase is highly structured and exhibits local regions of high bond orientational order.

Topics & Concepts

NucleationCrystal (programming language)Chemical physicsMaterials scienceIcosahedral symmetryPhase (matter)Classical nucleation theoryColloidal crystalBinary numberCrystallographyColloidThermodynamicsChemistryPhysicsPhysical chemistryQuantum mechanicsProgramming languageArithmeticComputer scienceMathematicsMaterial Dynamics and PropertiesPhase Equilibria and ThermodynamicsCrystallization and Solubility Studies
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