SensoryOps

Overview

Four KPIs drawn live from the committed PINN outputs. The single-number answer the model predicts for every batch.

FINAL BRIX

17.56Unpleasant Note

CONVERSION

99.9 %

FINAL TRAINING LOSS

2.034

PEAK THERMAL GRADIENT

0.18 °C/cm

Source: /data/training_loss.json, /data/predictions_vs_ground_truth.json, /data/parameter_sensitivity.json, /data/mash_tun_3d_field.json · SensoryOps PINN v1.0.

Static snapshot; re-run python train.py under CW2/poc/pinn/ to regenerate.