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Nick Beltzer

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#diffusion models Open access Sep 2026

Continuum Limit, Spectral Dimension ds -> 4, and Universal Finite-Size Scaling on Relational 2-Complexes

We establish the emergence of a continuous four-dimensional macroscopic spacetime manifold from the discrete exterior calculus (DEC) of relational 2-complexes via dynamical heat kernel diffusion and universal finite-size scaling. Within Relational Hodge Gravity (RHG), physical geometry is governed by the 0-form and 1-f...

Nick Beltzer · 0 citations
#diffusion models Open access Sep 2026

Continuum Limit, Spectral Dimension ds -> 4, and Universal Finite-Size Scaling on Relational 2-Complexes

We establish the emergence of a continuous four-dimensional macroscopic spacetime manifold from the discrete exterior calculus (DEC) of relational 2-complexes via dynamical heat kernel diffusion and universal finite-size scaling. Within Relational Hodge Gravity (RHG), physical geometry is governed by the 0-form and 1-f...

Nick Beltzer · 0 citations

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