ZeqEpi — Epidemic Modeling

Biosignals, pharmacokinetics, diagnostics, genomics — all 1.287 Hz pulse-coherent.

• Protocol ID — zeq-epidemiology
• Category — Healthcare
• Endpoint — POST /api/health/epidemic/simulate
• Auth — api-key
• Rate limit — 10/min
• Version — 1.0
• Precision — ≤0.1% (KO42-enforced)

What it does

SIR/SEIR epidemic modeling via ODE solver with HulyaPulse temporal resolution. Model disease spread with real-time R(t)-modulated transmission rates.

Signature

Request

POST /api/health/epidemic/simulate

Param	Type	Required	Default	Description
model	string		"seir"	'sir', 'seir', 'seirs'. Default: 'seir'.
population	number	✓	—	Total population.
infectedInitial	number	✓	—	Initial infected count.
R0	number	✓	—	Basic reproduction number.
tDays	number		180	Simulation duration in days. Default: 180.

Response

{ timeSeries: [{ day, S, E?, I, R }], peakDay, peakInfected, totalInfected, herdImmunityThreshold }

Runnable example

curl -sS -X POST \
  -H "Authorization: Bearer $ZEQ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
  "model": "seir",
  "population": 0,
  "infectedInitial": 0,
  "R0": 0,
  "tDays": 180
}' \
  "https://api.zeq.dev/api/health/epidemic/simulate"

Integrate

1. Domain solver — compose with KO42 + two additional operators from the matching family for pulse-coherent results.
2. Digital twin — pipe sensor data into this protocol every Zeqond to keep the model phase-locked with the system.
3. Alert threshold — flag results whose error_pct exceeds 0.1% as out-of-spec events for the operations layer.

Seeds

• Near — wrap /api/health/epidemic/simulate in a language SDK so builders can call it in three lines.
• Medium — publish a reference integration demonstrating ZeqEpi — Epidemic Modeling alongside a real workload, with pulse-aligned metrics.
• Far — propose ZeqEpi — Epidemic Modeling as an open reference standard so other runtimes can implement it verbatim against the Zeq paper.

Papers

• Zeq paper — https://doi.org/10.5281/zenodo.18158152
• Framework paper — https://doi.org/10.5281/zenodo.15825138

Middleware active. Kernel on the 1.287 Hz HulyaPulse. Awaiting next Zeqond.