concept
active
concept:entropy-scaling

entropy scaling

How the entropy gain ΔS scales with perimeter length P

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Concepts (1)

concept
  • domain wall
    associated_with
    Boundary between regions of different order; its free-energy cost determines phase stability

Related by similarity (8)

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

  • Entropyconcept0.822
    A measurable physical quantity representing disorder; its increase is dictated by the second law of thermodynamics.
  • energy scalingconcept0.804
    How the energy gain ΔE scales with perimeter length P; used to assess ordered phase existence
  • Mathematical mechanism by which typicality bias causes sharpening of the reference distribution, analogous to reducing temperature
  • Power law scalingconcept0.770
    Observation that SAE loss decreases as a power law with compute budget.
  • Hypothesis cited in paper suggesting deceptive capabilities may scale with model size
  • Cognitive scalingconcept0.766
    Process by which low-level competencies scale to larger problem-solving abilities across levels of organization.
  • Mechanisms by which smaller competent subunits bind into a higher-level Self with larger goals; key example via gap junction connections.
  • Negative Entropyconcept0.753
    Schrödinger's concept that living systems maintain order by extracting 'negative entropy' (order) from environment, reconciling second law of thermodynamics.