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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. 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.

3. Gaussian Process Regression Model for Piezoelectric and Dielectric Constants in Gallium Nitride

   Tools | 03 Aug 2020 | Contributor(s):: Saswat Mishra, Karthik Guda Vishnu, Alejandro Strachan

   Gaussian Process Regression Model for Piezoelectric and Dielectric Constants in Gallium Nitride as a function of Strain and Aluminum doping