aprender-simulate 0.30.0

Unified Simulation Engine for the Sovereign AI Stack
Documentation
{
  "benchmark": "Orbital Mechanics Simulation",
  "version": "1.0.0",
  "timestamp": "2024-12-12T00:00:00Z",
  "hardware": {
    "cpu": "AMD Ryzen 9 5950X",
    "cores": 16,
    "ram_gb": 64,
    "os": "Linux 6.8"
  },
  "results": {
    "verlet_step": {
      "metric": "execution_time_ns",
      "sample_size": 1000,
      "mean": 45678,
      "std": 2345,
      "ci_lower": 45532,
      "ci_upper": 45824,
      "confidence_level": 0.95
    },
    "yoshida_step": {
      "metric": "execution_time_ns",
      "sample_size": 1000,
      "mean": 156789,
      "std": 8901,
      "ci_lower": 156237,
      "ci_upper": 157341,
      "confidence_level": 0.95
    },
    "energy_conservation": {
      "metric": "relative_drift_per_orbit",
      "sample_size": 100,
      "mean": 2.3e-10,
      "std": 1.1e-10,
      "ci_lower": 2.1e-10,
      "ci_upper": 2.5e-10,
      "confidence_level": 0.95,
      "threshold": 1.0e-9,
      "passed": true,
      "effect_size": {
        "cohens_d": 2.45,
        "interpretation": "large"
      }
    },
    "angular_momentum_conservation": {
      "metric": "relative_drift_per_orbit",
      "sample_size": 100,
      "mean": 1.5e-13,
      "std": 0.8e-13,
      "ci_lower": 1.3e-13,
      "ci_upper": 1.7e-13,
      "confidence_level": 0.95,
      "threshold": 1.0e-12,
      "passed": true
    },
    "orbit_period_accuracy": {
      "metric": "relative_error",
      "sample_size": 50,
      "mean": 0.00045,
      "std": 0.00012,
      "ci_lower": 0.00041,
      "ci_upper": 0.00049,
      "confidence_level": 0.95,
      "threshold": 0.001,
      "passed": true
    }
  },
  "integrator_comparison": {
    "verlet_vs_euler": {
      "metric": "energy_drift_ratio",
      "verlet_drift": 2.3e-10,
      "euler_drift": 1.5e-4,
      "improvement_factor": 652173,
      "effect_size": 3.89,
      "p_value": 0.0001
    }
  }
}