Robust Physics-Sparse Neural Dynamics / results.json
Failed on benchmark
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}