SensoryOps

Thermal profile

Six tracked loss terms across 5,200 training epochs, plus the radial temperature profile at seven time snapshots.

TRAINING LOSS

Log-y axis. Adam converges to epoch 5000; the shaded band marks the L-BFGS refinement phase.

RADIAL THERMAL PROFILE

Average temperature by radial distance at seven snapshots across the 60-minute mash. Coloured dark to bright along the viridis scale as the batch heats.

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

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