Completed
Gaussian Process Regression for Surface Interpolation
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Gaussian Process Regression for Surface Interpolation
Automatically move to the next video in the Classroom when playback concludes
- 1 Gaussian Process Regression for Surface Interpolation
- 2 A Motivating Example from Nanomanufacturing
- 3 Motivation for Spatial Interpolation
- 4 Spatial Interpolation
- 5 1-D Example: Motivation
- 6 1-D Example: Inference on New Data
- 7 1-D Example: Inference on New Data
- 8 Gaussian Process GP
- 9 Covariance Kernal for GPR
- 10 GPR Workflow
- 11 Filtered Kriing Lab Demo
- 12 Spatial Interpolation Based on GPR
- 13 Spatial Interpolation Based on GPR
- 14 Spatial Interpolation Based on GPR
- 15 Spatial Interpolation Based on GPR
- 16 Conventional GPR-Based Methods
- 17 Filtered Kriging
- 18 Improved Covariance Modeling with FK
- 19 Improved Covariance Modeling with FK
- 20 Improved Covariance Modeling with FK
- 21 Improved Covariance Modeling with FK
- 22 Tutorial to Filtered Kriging for Spatial Interpolaton
