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1. Gaussian Process Regression for Surface Interpolation

   Online Presentations | 22 Nov 2022 | Contributor(s):: Zhiqiao Dong, Manan Mehta

   This tutorial will introduce the fundamentals of GPR and its application to surface interpolation. We will also introduce a new technique called filtered kriging (FK), which uses a pre-filter to improve interpolation performance.

2. Jul 06 2022

   Gaussian Process Regression for Surface Interpolation

   Abstract: Gaussian process regression (GPR) is a nonparametric regression method with widespread applications in various scientific and engineering fields. In manufacturing, it has been used...

   https://nanohub.org/events/details/2181

3. Filtered Kriging Lab

   Tools | 28 Jun 2022 | Contributor(s):: Zhiqiao Dong, Manan Mehta, Sixian Jia

   This tool introduces users to filtered kriging used for surface interpolation.