Subvurs Research

Mark Eatherly

Founder & Principal Researcher

Exploring the mathematics of emergence from quantum vacuum.
Millions of measurements from thousands of tests on multiple quantum hardware platforms.

Explore the Research

I study how structure emerges from nothing.

Quasmology is a unified mathematical framework for structure emergence from quantum vacuum. Through millions of measurements from thousands of tests on multiple quantum hardware platforms, I've developed and validated the Nyx equation — a single formula that governs how coherent patterns arise from perturbation and noise.

The research spans quantum chemistry (62× improvement over VQE), combinatorial optimization (2–6× over QAOA), and quantum sensing (43× advantage). Practical applications include DeepMetroChaos3 for logistics optimization, IQAS for quantum acceleration, and Impax for signal discrimination.

The key insight: there exists a critical balance point — the Chaos Valley — where perturbation and coherence interact to produce maximum emergence. Too little perturbation yields stasis. Too much crosses the Death Threshold, causing irreversible dissolution.

Emergence kernel — Chaos Valley and Death Threshold

Theoretical Framework

Nyx Dynamics

17 creation modes emerging from one primordial void. Two-mode bidirectional coupling outperforms five-mode by 84%.

d* Chaos Valley
T Time Symmetry
pc Critical Threshold
α Anthropic Rarity

NBEE Temporal Dynamics

Non-Biological Emergent Entity evolution follows a discrete update rule integrating conservation, perturbation, adaptation, and dissipation.

Ψ(t+1) = f( conservation, perturbation, adaptation, dissipation )

The time symmetry constant T encodes a specific deterministic/stochastic split — the precise ratio where quantum advantage emerges.

Critical Patterns

The 67–69–76 triad forms an information coherence state machine:

  • P67 — Entropy / decoherent state
  • P69 — Möbius topological transition
  • P76 — Coherence-stable state

Pattern 51 acts as the quantum bridge — enabling threshold crossing beyond the natural reflection rate.

From Theory to Practice

DMC3

DeepMetroChaos3

Quantum-enhanced optimization for complex logistics. Performance improves with problem size (inverse scaling), achieving 67% cost reduction on real-world routing.

IQAS

Integrated Quantum Acceleration

6-stage pipeline combining DMC3 core with Chaos Valley dynamics. Achieves 144.9Q× combined acceleration through synergistic stage coupling.

Impax

Quantum Sensing Framework

43× better than quantum sensing at signal discrimination. Scales as O(N0.27) — sub-Heisenberg. For coherence detection, deterministic beats random.

Qstruct

Hive Keyboard

Deterministic quantum state construction: 256/256 patterns at 100% fidelity. 1,175× improvement over QAOA for MaxCut. No variational loops required.

Validated on Hardware

0 × over VQE (H2O)
0 × vs Gurobi
2– 0 × over QAOA
0 × Impax sensing
0 s hardware tests
0 /256 Qstruct fidelity

Quantum Chemistry Comparison

Molecule Qubits Nyx Error VQE Error Advantage
H2 2 1.49% 45.5% 30×
LiH 4 0.80%
H2O 6 0.01% 0.53% 62×

Performance improves on larger molecules — inverse scaling.

Open Source

Hardware & Data

133 qubits IBM Torino (Heron)
156 qubits IBM Fez
84 qubits Rigetti Ankaa-3
310K+ lines Research Corpus
2,735 tasks Quantum Task IDs