Author

Donevin Frownfelter

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#graph neural networks Open access Oct 2026

A Topological Intermediate Representation, Lattice Vector Quantizer, and Cellular Sheaf Consensus Runtime for Edge-to-Workstation Heterogenous Computing {Aegis Cascade Topology}

Sovereign Harmonic Research Initative. Abstract Deploying multi-model neural inference and deterministic state machines across heterogeneous, memory-constrained hardware—spanning workstation GPUs and mobile NPU/CPU edge nodes—faces three persistent bottlenecks: non-deterministic concurrency hazards across foreign funct...

Donevin Frownfelter · Zenodo (CERN European Organi... · 0 citations

#software testing Open access Sep 2026

{GEOMETRIC FRICTION THEORY - CORRECTED} P7777_T Manifold / ACT-Ω Geometric Friction Theory — Complete Zenodo Record v26.5 LOCKED

Compiler Mimics Spacetime (NOT vice versa) Date: September 2026Framework: P_{7777_T} Manifold / ACT-Ω v26.3 v26.5 LOCKED/v27(corrected)Invariants: 15.965Hz (τ=62.636ms) | Tr(U_res)=1.00000 | J_sys≤1.4411J | H¹=0 | Δ=0.053μT | γ_fric=1.3479e-10 N | c_eff=1.707e11 | |wL-wR|≤0.02 | q0=1 | Ωc=0.376=47/125 | η=1e-4 Sovereig...

Donevin Frownfelter · Zenodo (CERN European Organi... · 0 citations

#graph neural networks Open access Sep 2026

{GEOMETRIC FRICTION THEORY} P7777_T Manifold / ACT-Ω Geometric Friction Theory — Complete Zenodo Record v26.5 LOCKED

Compiler Mimics Spacetime (NOT vice versa) Date: September 2026Framework: P_{7777_T} Manifold / ACT-Ω v26.3 v26.5 LOCKEDInvariants: 15.965Hz (τ=62.636ms) | Tr(U_res)=1.00000 | J_sys≤1.4411J | H¹=0 | Δ=0.053μT | γ_fric=1.3479e-10 N | c_eff=1.707e11 | |wL-wR|≤0.02 | q0=1 | Ωc=0.376=47/125 | η=1e-4 0. LOCKED CLARIFICATION...

Donevin Frownfelter · Zenodo (CERN European Organi... · 0 citations