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Way More Than the Sum of Their Parts: From Statistical to Structural Mixtures

Published 10 Jul 2025 in cond-mat.stat-mech, cs.LG, math.DS, math.ST, nlin.CD, and stat.TH | (2507.07343v1)

Abstract: We show that mixtures comprised of multicomponent systems typically are much more structurally complex than the sum of their parts; sometimes, infinitely more complex. We contrast this with the more familiar notion of statistical mixtures, demonstrating how statistical mixtures miss key aspects of emergent hierarchical organization. This leads us to identify a new kind of structural complexity inherent in multicomponent systems and to draw out broad consequences for system ergodicity.

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