DATA ONLY
LEARNING, STEP BY STEP
Training comparison
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Move the slider or play the recorded checkpoints. Both predictions and all scores use the selected iteration.
Phase changes the displayed geometry. Fit scores use all accepted held-out observations across the full recorded sequence.
Reference / observationsModel prediction8 training observationsHollow model nodes indicate no accepted observation
PHYSICS INFORMED
PINN
ONE ITERATION · ALL MODELS
Fit score comparison
| Model | R² | RMSE | Parameters |
|---|
What is being compared?
These are fixed, reproducible runs. The training slider replays saved predictions; it does not interpolate models, retrain in your browser, or establish general superiority.
Download the reproducible training script