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Long\u2010range comprehensive molecular dynamics runs (1000\u2009ns) are performed on oleyl\u2010capped gold nanoclusters in different environments: hexane as a nonpolar solvent, and ethanol and pentanol as polar solvents. The molecular dynamics results in ethanol medium demonstrate that oleyl\u2010capped nanoclusters tend to form attractive interactions with themselves via hydrocarbon interdigitation of their oleyl ligands, which leads to their aggregation. On the contrary, the attractive interactions between these nanoclusters are compensated by the interactions with hexane molecules, so that the nanoclusters keep separated from each other, leading to stable dispersions. The behavior of pentanol with the oleyl\u2010capped nanoclusters indicates presumably more similarities to hexane, despite of being a polar solvent. 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