Lecture Videos

1: Introduction — Processes and Variation Framework

2: Semiconductor Process Variation

3: Mechanical Process Variation

4: Probability Models of Manufacturing Processes

5: Probability Models, Parameter Estimation, and Sampling

6: Sampling Distributions and Statistical Hypotheses

7: Shewhart SPC and Process Capability

8: Process Capability and Alternative SPC Methods

9: Advanced and Multivariate SPC

10: Yield Modeling

11: Introduction to Analysis of Variance

12: Full Factorial Models

13: Modeling Testing and Fractional Factorial Models

14: Aliasing and Higher Order Models

15: Response Surface Modeling and Process Optimization

16: Process Robustness

17: Nested Variance Components

18: Sequential Experimentation

19: Case Study 1: Tungsten CVD DOE/RSM

20: Case Study 2: Cycle to Cycle Control

21: Case Study 3: Spatial Modeling

22: Case Study 4: "Modeling the Embossing/Imprinting of Thermoplastic Layers."