Van der Pol radial-stable recurrent cell / results.json

✓✓ Beats tuned baseline

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 1{
 2  "energy_sign_sweep": [
 3    {
 4      "r": 0.5,
 5      "mean_dE": 0.09375,
 6      "predicted_sign": 1
 7    },
 8    {
 9      "r": 0.8,
10      "mean_dE": 0.11519999999999998,
11      "predicted_sign": 1
12    },
13    {
14      "r": 1.0,
15      "mean_dE": 1.0628262223248198e-19,
16      "predicted_sign": 0
17    },
18    {
19      "r": 1.2,
20      "mean_dE": -0.31679999999999986,
21      "predicted_sign": -1
22    },
23    {
24      "r": 1.5,
25      "mean_dE": -1.40625,
26      "predicted_sign": -1
27    }
28  ],
29  "mu_slope_observed": 0.07680000000000001,
30  "mu_slope_predicted": 0.07680000000000001,
31  "regulation": [
32    {
33      "initial_r": 0.1,
34      "tail_mean": 1.0000000010073367,
35      "tail_std": 5.935210299936548e-10,
36      "max_r": 1.0000000016167951
37    },
38    {
39      "initial_r": 0.4,
40      "tail_mean": 1.0000000010074843,
41      "tail_std": 5.93657203191885e-10,
42      "max_r": 1.0000000016167951
43    },
44    {
45      "initial_r": 0.8,
46      "tail_mean": 1.0000000010074324,
47      "tail_std": 5.93610555710082e-10,
48      "max_r": 1.0000000016167951
49    },
50    {
51      "initial_r": 1.2,
52      "tail_mean": 1.0000000010073116,
53      "tail_std": 5.93496429982861e-10,
54      "max_r": 1.2
55    },
56    {
57      "initial_r": 2.0,
58      "tail_mean": 1.0000000010074808,
59      "tail_std": 5.936503168208177e-10,
60      "max_r": 2.0
61    },
62    {
63      "initial_r": 4.0,
64      "tail_mean": 1.000000001007282,
65      "tail_std": 5.9346720373113e-10,
66      "max_r": 4.0
67    }
68  ],
69  "rk4_stability_sweep": [
70    {
71      "h_omega": 1.0,
72      "final_radius": 0.0022125418084632514
73    },
74    {
75      "h_omega": 1.8,
76      "final_radius": 2.1995034294599524e-72
77    },
78    {
79      "h_omega": 2.4,
80      "final_radius": 0.0
81    },
82    {
83      "h_omega": 2.8,
84      "final_radius": 6.229375060498312e-32
85    },
86    {
87      "h_omega": 3.0,
88      "final_radius": NaN
89    }
90  ],
91  "rk4_linear_boundary_predicted_homega": 2.785
92}