Spectral Kernel Dynamics for Planetary Surface Graphs: Distinction Dynamics and Topological Conservation
Not on the map. Why?
Abstract (arXiv)
The spectral kernel field equation R[k] = T[k] lacks a conservation-law analog. We prove (i) the fixed-point flow is strictly volume-expanding (tr DF > 0), precluding automatic conservation, and (ii) the conservation deficit per mode equals the Hessian stability margin exactly: D_m = -Delta'. Closing the deficit requires a scene-side compensating contribution, which we formalise as the distinction dynamics equation dc/dt = G[c, h_t], with MaxCal-optimal realisation G_opt. On fixed-topology 3D surface graphs we derive a conditional topology-preserving compression theorem: retaining k >= beta_0 + beta_1 modes (under a spectral-ordering assumption) preserves all Betti-number charges; we include a worked short-cycle counterexample (figure-eight) calibrating when the assumption fails. A triple necessary spectral diagnostic -- Fiedler-mode concentration, elevated curl energy, anomalous beta_1 -- is derived for planetary drainage networks at O(N) cost. Two internal real-data sequences serve as preliminary consistency checks; full benchmarks and adaptive-topology extensions are deferred.
Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 5 of its 37 references that are in the map. First posted on arXiv 17 Apr 2026.
Builds on
5 of 37 references.
References · 5
- 2019Topological Signal Processing over Simplicial Complexescited by 96
- 2017Path Homotopy Invariants and their Application to Optimal Trajectory Planningcited by 3
- 2026Kernel Dynamics under Path Entropy Maximizationcited by 2
- 2025Distributed Optimization of Bivariate Polynomial Graph Spectral Functions via Subgraph Optimizationcited by 1
- 2026Spectral Kernel Dynamics via Maximum Caliber: Fixed Points, Geodesics, and Phase Transitionscited by 1
Built on by
Not cited yet.