Robust Physics-Sparse Neural Dynamics / results.json

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 1{
 2  "parameters": {
 3    "alpha": 0.2,
 4    "beta": 0.9,
 5    "h": 0.08,
 6    "outlier_fraction": 0.04985955056179775
 7  },
 8  "stability_boundary": {
 9    "predicted_gain": 5.882352941176472,
10    "observed_gain": 5.883713213230883,
11    "coarse_rollout_crossing": 6.717580213903744,
12    "relative_error": 0.00023124624924987454,
13    "stable_at_0.9": true,
14    "unstable_at_1.1": true
15  },
16  "step_scaling": [
17    {
18      "h": 0.04,
19      "predicted": 11.764705882352944,
20      "observed": 11.766360707824017,
21      "relative_error": 0.00014066016504121312
22    },
23    {
24      "h": 0.08,
25      "predicted": 5.882352941176472,
26      "observed": 5.883078122471796,
27      "relative_error": 0.0001232808202050339
28    },
29    {
30      "h": 0.16,
31      "predicted": 2.941176470588236,
32      "observed": 2.941586867305062,
33      "relative_error": 0.0001395348837208665
34    },
35    {
36      "h": 0.24,
37      "predicted": 1.9607843137254908,
38      "observed": 1.9612231489244862,
39      "relative_error": 0.00022380595148768328
40    }
41  ],
42  "coefficient_relative_error": {
43    "OLS": 0.04215732524759842,
44    "TLS": 0.09338787878803657,
45    "TLS_RANSAC": 0.014886575215807057
46  },
47  "inlier_fraction": 0.93937265917603,
48  "rollout_norm_100": {
49    "OLS": [
50      0.2871150462969906,
51      1.077032961426901
52    ],
53    "TLS_RANSAC": [
54      0.2863972763445685,
55      1.077032961426901
56    ],
57    "true": [
58      0.28414093317690153,
59      1.077032961426901
60    ]
61  }
62}