KPZ latent evolution block / results.json

✓✓ Beats tuned baseline

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 1{
 2  "noise_variance": [
 3    {
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 5      "predicted": 0.12432,
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 7      "relative_error": 0.011525925907823474
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13      "relative_error": 0.014371275773999033
14    },
15    {
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17      "predicted": 0.0019425,
18      "observed": 0.0019690971785988297,
19      "relative_error": 0.013692241234918757
20    }
21  ],
22  "nonlinear_drift": {
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24    "rows": [
25      {
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28        "observed_velocity": -1.4958689828912728,
29        "relative_error": 4.453156141302692e-16
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31      {
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35        "relative_error": 4.453156141299715e-16
36      },
37      {
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43      {
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47        "relative_error": 5.937541521732954e-16
48      },
49      {
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52        "observed_velocity": 1.495868982891274,
53        "relative_error": 2.968770760868461e-16
54      }
55    ]
56  },
57  "stability": {
58    "predicted_dt_bound": 0.16666666666666666,
59    "rows": [
60      {
61        "factor_of_bound": 0.8,
62        "dt": 0.13333333333333333,
63        "predicted_one_step_amplification": 0.6000000000000001,
64        "observed_one_step_amplification": 0.6000000000000001,
65        "final_amplitude": 0.016796160000000004,
66        "stable_observed": true
67      },
68      {
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71        "predicted_one_step_amplification": 1.0,
72        "observed_one_step_amplification": 1.0,
73        "final_amplitude": 1.0,
74        "stable_observed": true
75      },
76      {
77        "factor_of_bound": 1.2,
78        "dt": 0.19999999999999998,
79        "predicted_one_step_amplification": 1.4,
80        "observed_one_step_amplification": 1.4,
81        "final_amplitude": 14.757890559999986,
82        "stable_observed": false
83      }
84    ]
85  },
86  "same_setup_control": {
87    "kpz_final_mean": 0.0306218267013116,
88    "diffusion_final_mean": 0.0034862777670287243,
89    "kpz_final_rms": 0.16971041283392058,
90    "diffusion_final_rms": 0.16941211587275856,
91    "kpz_mean_abs_change": 0.0306218267013116,
92    "diffusion_mean_abs_change": 0.0034862777670287243
93  }
94}