August 18, 2025Open Access

Numerical Implementation of Coherence Thermodynamics: Computational Framework for Semantic Field Dynamics

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Computational framework demonstrates thermodynamic principles in semantic systems, revealing organized structures.

The findings show organized spatial structures in semantic processing, diverging from uniform distributions.
Semantic entropy localizes in high-gradient regions and heat flux follows classic thermodynamic principles.
Using computational methods, the operational framework provides measures to evaluate coherence and contradiction in semantic fields.
The results suggest parallels to black hole thermodynamics, indicating broader implications for entropy maximization in various systems.

J. J. Barton (2025) studied this question.

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