Action-calibrated cycle-hopping RNN / results.json
Failed on benchmark
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": {
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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": {
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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 {
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34 "reverse_rate": 0.015625,
35 "forward_count": 391,
36 "reverse_count": 375,
37 "x=1/D": 250.0
38 },
39 {
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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,
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50 "reverse_rate": 0.14341666666666666,
51 "forward_count": 3467,
52 "reverse_count": 3442,
53 "x=1/D": 100.0
54 },
55 {
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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,
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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,
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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,
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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}