CatBoost Virtual Metrology Demo

Real-time process parameter prediction using gradient boosting algorithms with advanced feature engineering and uncertainty quantification

Process Parameters

Model Ready
350°C
25 mTorr
150 sccm
180 sec

Prediction Results

94.2%
Model Accuracy
2.3 nm
RMSE
0.94
R² Score
0.8 ms
Prediction Time