updating readme file

sandialabs · Dec 20, 2023 · 20c81b2 · 20c81b2
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diff --git a/examples/surrogate_genz/README.md b/examples/surrogate_genz/README.md
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+## Surrogate Construction Tutorials
+
+The Jupyter notebookes in this folder illustrate several ways to construct
+surrogate models for Genz functions
+
+* surrogate_genz-BCS.ipynb: Constructs a surrogate for a Genz function using BCS, calculating the NRMSE
+* surrogate_genz-Galerkin.ipynb: Constructs a surrogate for a Genz function using Galerkin projection (with full and sparse quadrature), calculating the NRMSE
+* surrogate_genz-Regression.ipynb: Constructs a surrogate for a Genz function using regression, calculating the NRMSE
+* surrogate_genz.ipynb: Constructs a surrogate for a Genz function using Galerkin Projection, regression, and BCS, calculating the NRMSE for each
+
+Additionally, the file surrogate_genz-BCS_detailed.ipynb gives more detailed illustrations of some of the BCS functionality available through the Python interface.
diff --git a/examples/surrogate_genz/README.txt b/examples/surrogate_genz/README.txt