Action-calibrated cycle-hopping RNN / results.json

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  1{
  2  "model": "dr=-(r-1)(r-1.5)(r-2)dt + sqrt(2D)dW; dtheta=dt",
  3  "predictions": {
  4    "action_barrier_1_to_separatrix": {
  5      "predicted": 0.015624999998437467,
  6      "estimated_discrete_path_1.02_to_1.48": 0.015489833611788871,
  7      "finite_endpoint_integral": 0.015478999998783275,
  8      "relative_error_vs_finite_integral": 0.0006998910140479059
  9    },
 10    "floquet_transverse": {
 11      "period": 6.283185307179586,
 12      "cycle_1_derivative": -0.5,
 13      "cycle_2_derivative": -0.5,
 14      "cycle_1_multiplier": 0.04321391826377226,
 15      "cycle_2_multiplier": 0.04321391826377226,
 16      "neutral_phase_multiplier": 1.0
 17    },
 18    "arrhenius_slope": {
 19      "predicted_slope": -0.015624999998437467,
 20      "rare_fit_slope": -0.014810026645887223,
 21      "rare_fit_intercept": -0.4404385498763578,
 22      "rare_fit_R2": 0.9991621991288037,
 23      "all_fit_slope": -0.016800560153947864,
 24      "all_fit_R2": 0.9821643177821628,
 25      "high_noise_fit_slope": -0.054655095732500436,
 26      "high_noise_fit_R2": 1.0,
 27      "predicted_crossover_D_from_cycle_width": 0.019894367886486918
 28    }
 29  },
 30  "sweep": [
 31    {
 32      "D": 0.004,
 33      "forward_rate": 0.016291666666666666,
 34      "reverse_rate": 0.015625,
 35      "forward_count": 391,
 36      "reverse_count": 375,
 37      "x=1/D": 250.0
 38    },
 39    {
 40      "D": 0.006,
 41      "forward_rate": 0.05225,
 42      "reverse_rate": 0.051416666666666666,
 43      "forward_count": 1254,
 44      "reverse_count": 1234,
 45      "x=1/D": 166.66666666666666
 46    },
 47    {
 48      "D": 0.01,
 49      "forward_rate": 0.14445833333333333,
 50      "reverse_rate": 0.14341666666666666,
 51      "forward_count": 3467,
 52      "reverse_count": 3442,
 53      "x=1/D": 100.0
 54    },
 55    {
 56      "D": 0.015,
 57      "forward_rate": 0.24725,
 58      "reverse_rate": 0.246375,
 59      "forward_count": 5934,
 60      "reverse_count": 5913,
 61      "x=1/D": 66.66666666666667
 62    },
 63    {
 64      "D": 0.03,
 65      "forward_rate": 0.444,
 66      "reverse_rate": 0.443,
 67      "forward_count": 10656,
 68      "reverse_count": 10632,
 69      "x=1/D": 33.333333333333336
 70    },
 71    {
 72      "D": 0.08,
 73      "forward_rate": 0.7913333333333333,
 74      "reverse_rate": 0.790375,
 75      "forward_count": 18992,
 76      "reverse_count": 18969,
 77      "x=1/D": 12.5
 78    },
 79    {
 80      "D": 0.2,
 81      "forward_rate": 1.1922916666666667,
 82      "reverse_rate": 1.1913333333333334,
 83      "forward_count": 28615,
 84      "reverse_count": 28592,
 85      "x=1/D": 5.0
 86    }
 87  ],
 88  "settings": {
 89    "dt": 0.01,
 90    "paths": 48,
 91    "steps": 50000,
 92    "total_time_each_D": 24000.0,
 93    "seed_base": 100
 94  },
 95  "mechanism_checks": {
 96    "action_agreement_pass": true,
 97    "floquet_stable_pass": true,
 98    "rare_arrhenius_linear_pass": true,
 99    "large_noise_deviation_from_rare_slope": true
100  }
101}