FORGE / COMPACT MODEL REVIEW
Review conditional pressure forecasts from a 64-entry maximum kernel dictionary. Online labels enter only after their complete window has arrived. No controller or plant connection is implemented.
| Method | Observed RMSE | Synthetic true RMSE |
|---|
Green: adaptive kernel · blue: static kernel · orange: linear · grey: persistence · black: usable later observation · purple: synthetic truth. Quality-failed observations are not plotted as usable labels.
These errors describe the entered capture. Synthetic truth is available only in invented examples. A model can learn biased measurements; small observed error does not prove sensor correctness or plant applicability. Known recipes and hindsight inputs are distinct. No stability guarantee or setpoint authority follows.