Coherence Framework // Physical Artifact 001

The Coresonator

A 3D-printed acoustic metamaterial tuned to octave harmonics of Earth's electromagnetic resonance. The first physical proof that constraint propagation media can exist.

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501 Hz // 64×
1002 Hz // 128×
2004 Hz // 256×

What It Is

A 60×60×15mm block containing nine Helmholtz resonator cells arranged in a Latin square pattern. Each cell is tuned to a specific frequency — octave harmonics of the Schumann resonance (7.83 Hz), Earth's electromagnetic heartbeat.

Sound waves passing through the block are selectively filtered: frequencies aligned with Earth's resonance are absorbed, while others pass through unchanged.

Dimensions
60 × 60 × 15mm
Cells
3 × 3 grid
Print Time
~3.3 hours
Material
PLA / Resin

Schumann Harmonics

Tuned to Earth's Resonance

The Schumann resonance (7.83 Hz) is the electromagnetic frequency of the cavity between Earth's surface and ionosphere. We can't print a 7.83 Hz resonator — it would be room-sized. Instead, we tune to octave harmonics:

Cell Harmonic Calculation Frequency
A 64th 7.83 × 64 501.12 Hz
B 128th 7.83 × 128 1002.24 Hz
C 256th 7.83 × 256 2004.48 Hz

Six Operations

The Coresonator demonstrates all six foundational operations of the Coherence Framework in a single physical object:

Potential

8,000+ possible cavity configurations; we select 9 stable ones

Distinction

A/B/C cells have different frequency responses — non-transitively

Resonance

Cavities couple acoustically — changing A affects B and C

Compression

Entire 60×60mm behavior encoded in one 20×20mm unit cell

Persistence

Topology persists even if you scale ±20% or compress slightly

Observer

Target frequencies act as observer — structure "responds" to measurement

Simulation Results

Acoustic simulation confirms the block selectively attenuates the targeted Schumann harmonics:

500 Hz transmission T = 0.275
1000 Hz transmission T = 0.343
2000 Hz transmission T = 0.513
Off-resonance transmission T ≈ 1.0
Mesh status ✓ Watertight
Geometry 3,360 vertices / 6,744 faces

Build It Yourself

The entire pipeline is open source. Generate your own STL:

# Install dependencies pip install "numpy" "trimesh[easy]" "scipy" "matplotlib" "gudhi" # Generate the STL python -m pattern.examples.generate_v1 # Output: pattern/output/coherence_block_v1.stl

Download STL

Ready to print. Tested on FDM and resin. Supports recommended for overhangs.

Download STL // 329 KB

Future Use Cases

The Coresonator demonstrates constraint propagation in the acoustic domain. The same principles scale to other domains:

🏗

Structural Health Monitoring

Buildings and bridges that sense their own damage — no wiring, no power, no maintenance

Vibration Energy Harvesting

Constraint networks that concentrate ambient vibration onto piezo elements for passive power generation

🛡

Adaptive Shielding

Metamaterials that selectively filter acoustic, thermal, or EM energy based on topology

🚗

Vehicle Systems

Suspension, cabin acoustics, and body panels that sense and respond without electronics

📡

Passive Sensing Networks

Zero-power sensor arrays queried via ultrasound — no batteries, no chips, infinite lifespan

🧮

Analog Constraint Solving

Physical systems that find optimal solutions faster than digital for routing, scheduling, and optimization

The Vision

The Coresonator is basic. It's a 2025 acoustic panel. But it contains the blueprint for something bigger:

2025 — Acoustic metamaterial blocks
2030 — Mechanical logic gates (flexure networks that compute)
2035 — Programmable matter (self-modifying constraint networks)
2040 — Structures that maintain coherence across radical transformations
2050 — Coherence Engines (manufactured matter that computes)

The framework isn't about designing objects. It's about designing constraint propagation media that think for themselves.