Scientific & Engineering

DomainLayersOsc.Key Physics
plasma_control816MHD/transport multi-scale coupling
fusion_equilibrium612Grad-Shafranov + FusionCoreBridge
power_grid512Swing equation = inertial Kuramoto
neuroscience_eeg614EEG band→phase, seizure detection
cardiac_rhythm410Gap-junction coupling, arrhythmia
chemical_reactor410Hopf bifurcation, Semenov limit
circadian_biology410SCN clock-gene coupling
laser_array38Semiconductor laser phase-locking
rotating_machinery410Harmonics, ISO 10816 boundaries
pll_clock38PLL network synchronisation
quantum_simulation38Qubit register phase coupling
vortex_sheddingWake station Stuart-Landau

Infrastructure & Networks

DomainLayersOsc.Key Physics
traffic_flow410Signal coordination = phase sync
satellite_constellation38Orbital slot sync, beam handover
autonomous_vehicles38Platoon phase-locking
network_security38DDoS suppression, anomaly detection
manufacturing_spc39Statistical process control
queuewaves36Retry storm desynchronisation

Biology & Neuroscience

DomainLayersOsc.Key Physics
sleep_architectureAASM sleep staging from R(t)
brain_connectomeHCP-inspired coupling topology
gene_oscillatorRepressilator quorum sensing
epidemic_sir38Wave synchronisation, SIR model
firefly_swarm28Flash sync, Mirollo-Strogatz
bio_stub416Multi-scale biological oscillators

Emerging & Advanced

DomainKey Physics
financial_marketsStock synchronisation, crash detection, regime switching
robotic_cpgJoint CPG locomotion, central pattern generators
musical_acousticsConsonance = R, groove = α
identity_coherenceSSGF identity model (6L, 30 osc)
swarm_roboticsVicsek collective motion (3L, 8 osc)
agent_coordinationMulti-agent consensus
metaphysics_demoP/I/S showcase, imprint, geometry
minimal_domainMinimal-but-complete pipeline (2L, 4 osc)
geometry_walkRandom-walk phase coupling

Binding Spec Format

# Example: power_grid binding_spec.yaml
domain: power_grid
layers: 5
oscillators: 12
engine: inertial
coupling:
  topology: ieee_14_bus
  K: 2.0
  alpha: 0.0
drivers:
  - channel: physical
    zeta: 0.5
    psi: 0.0
objectives:
  - R_min: 0.85
  - monitor: lyapunov