AI surrogate
vs
full finite element
200 held-out runs · replay ▶
0
Held-out R²
0
°C
Mean abs error
0
°C
RMSE
0×
Faster than FEM
Prediction error distribution (°C)
One full coupled solve
81 s
, one surrogate evaluation
0.08 ms
.