Disturbance-Augmented Neural State Space / results.json
Failed on benchmark
1{
2 "persistence_sweep": [
3 {
4 "rho": 0.0,
5 "max_abs_error": 0.0,
6 "half_life_pred_steps": 0.0,
7 "half_life_observed_steps": 0.0
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9 {
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14 },
15 {
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19 "half_life_observed_steps": 6.578813478960585
20 },
21 {
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25 "half_life_observed_steps": 68.96756393652842
26 }
27 ],
28 "stability_sweep": {
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30 "E": 0.35,
31 "rho": 0.99,
32 "ld_zero": {
33 "stable_lx_interval": [
34 0.0,
35 2.215
36 ],
37 "first_unstable_lx": 2.22,
38 "radius_at_lx_0": 0.99,
39 "radius_at_lx_1": 0.99
40 },
41 "ld_sweep_at_lx_0.65": {
42 "largest_grid_stable_ld": 4.0
43 }
44 },
45 "bias_rejection": [
46 {
47 "rho": 0.0,
48 "nominal_rmse": 0.19888121452163648,
49 "augmented_rmse": 0.16726191120939649,
50 "reduction_pct": 15.898587198541115,
51 "final_abs_error": 0.16711154337341294
52 },
53 {
54 "rho": 0.5,
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56 "augmented_rmse": 0.14464800384323723,
57 "reduction_pct": 27.269146967371903,
58 "final_abs_error": 0.14642129354892153
59 },
60 {
61 "rho": 0.9,
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63 "augmented_rmse": 0.06843345296482461,
64 "reduction_pct": 65.59079090027396,
65 "final_abs_error": 0.07042104313491215
66 },
67 {
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70 "augmented_rmse": 0.008279757650424038,
71 "reduction_pct": 95.83683271929976,
72 "final_abs_error": 0.007908669717758832
73 },
74 {
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77 "augmented_rmse": 0.003103076542476834,
78 "reduction_pct": 98.43973371243705,
79 "final_abs_error": 0.003052807973295213
80 }
81 ]
82}