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#machine learning Preprint Oct 2026

Self-Organization from Constrained Geometric Radiation

How does dynamic order emerge spontaneously in closed systems without external driving? Existing paradigms all require external energy flows, temperature quenching, or slow driving. Here we report constraint-induced self-organization via geometric radiation in coupled metric evolution systems. Simulations reveal a univ...

Ming Lei · 0 citations

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