Physics-based fault probability estimation with deterministic SLSQP.
Back to OverviewY is the probability of zero defects, p_i is the fault probability for component i, and n_i is the component count on a board.
| Metric | Physics Model |
|---|---|
| RMSE | 0.037089 |
| MAE | 0.025884 |
| Linear Regression Baseline | 11.81% better RMSE than physics model |
Board #11: 99.91% yield
Board #23: 61.67% yield
GD: 0.0000% fault probability
JD: 0.4910% fault probability